Jocelyn Chanussot

734 papers A* 2A 1B 36C 116Misc 10Journal 485Unranked 82
YearRankTypeTitle / Venue / Authors
2026 J jnl
Foundation Models in Remote Sensing: Evolving from Unimodality to Multimodality.
CoRR
Danfeng Hong, Chenyu Li, Xuyang Li, Gustau Camps-Valls, Jocelyn Chanussot
2026 J jnl
The data heat island effect: quantifying the impact of AI data centers in a warming world.
CoRR
Andrea Marinoni, Erik Cambria, Luca Dal Zilio, Weisi Lin, Mauro Dalla Mura, Jocelyn Chanussot, Edoardo Ragusa, Chi Yan Tso, Yihao Zhu, Benjamin P. Horton
2025 J jnl
A General Spatial-Frequency Learning Framework for Multimodal Image Fusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Man Zhou, Jie Huang, Keyu Yan, Danfeng Hong, Xiuping Jia, Jocelyn Chanussot, Chongyi Li
2025 J jnl
A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges.
CoRR
Lei Ding, Danfeng Hong, Maofan Zhao, Hongruixuan Chen, Chenyu Li, Jie Deng, Naoto Yokoya, Lorenzo Bruzzone, Jocelyn Chanussot
2025 J jnl
Conditional Gaussian Enhanced Dense Correlation Matching for Cross-Category Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens.
Huan Ni, Haiyan Guan, Xudong Tong, Jocelyn Chanussot
2025 J jnl
ECSPLAIN: Explainability-Constrained Classifier for Pairing the Detection and the Localization of Moving Areas From SAR Interferograms.
IEEE Trans. Geosci. Remote. Sens.
Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouvé
2025 J jnl
Enhanced Deep Image Prior for Unsupervised Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Jiaxin Li, Ke Zheng, Lianru Gao, Zhu Han, Zhi Li, Jocelyn Chanussot
2025 J jnl
Fully-Connected Transformer for Multi-Source Image Fusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiao Wu, Zihan Cao, Ting-Zhu Huang, Liang-Jian Deng, Jocelyn Chanussot, Gemine Vivone
2025 J jnl
GeoFlowNet-SAR: Earthquake Displacement Estimation From Synthetic Aperture Radar Images.
IEEE Trans. Geosci. Remote. Sens.
Junjie Wang, James Hollingsworth, Erwan Pathier, Tristan Montagnon, Wei Li, Mengmeng Zhang, Ran Tao, Jocelyn Chanussot, Sophie Giffard-Roisin
2025 J jnl
Graph U-Net With Topology-Feature Awareness Pooling for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Rong Chen, Gemine Vivone, Guanghui Li, Chenglong Dai, Danfeng Hong, Jocelyn Chanussot
2025 J jnl
HyLiOSR: Staged Progressive Learning for Joint Open-Set Recognition of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Mingshuo Cai, Jiaojiao Li, Zhengjue Wang, Shou Feng, Yunsong Li, Jocelyn Chanussot
2025 J jnl
Hyperspectral Image Classification With Mamba.
IEEE Trans. Geosci. Remote. Sens.
Zhaojie Pan, Chenyu Li, Antonio Plaza, Jocelyn Chanussot, Danfeng Hong
2025 J jnl
Hyperspectral Imaging.
CoRR
Danfeng Hong, Chenyu Li, Naoto Yokoya, Bing Zhang, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2025 J jnl
IcGAN4ColSAR: A Novel Multispectral Conditional Generative Adversarial Network Approach for SAR Image Colorization.
IEEE Geosci. Remote. Sens. Lett.
Kangqing Shen, Gemine Vivone, Simone Lolli, Michael Schmitt, Xiaoyuan Yang, Jocelyn Chanussot
2025 J jnl
Iteratively Regularizing Hyperspectral and Multispectral Image Fusion With Framelets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiangfei Shen, Lihui Chen, Haijun Liu, Xichuan Zhou, Wenxing Bao, Ling Tian, Gemine Vivone, Jocelyn Chanussot
2025 J jnl
KANO: Kolmogorov-Arnold Neural Operator for Image Super-Resolution.
CoRR
Chenyu Li, Danfeng Hong, Bing Zhang, Zhaojie Pan, Jocelyn Chanussot
2025 J jnl
Kolmogorov-Arnold Network for Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Seyd Teymoor Seydi, Mojtaba Sadegh, Jocelyn Chanussot
2025 J jnl
Learning Disentangled Priors for Hyperspectral Anomaly Detection: A Coupling Model-Driven and Data-Driven Paradigm.
IEEE Trans. Neural Networks Learn. Syst.
Chenyu Li, Bing Zhang, Danfeng Hong, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot
2025 J jnl
MAGS: Max-Gap Loss-Guided Siamese-Reconstruction Network for Hyperspectral Image Partial Label Learning.
IEEE Trans. Geosci. Remote. Sens.
Xiaoyu Tian, Fulin Luo, Chuan Fu, Tan Guo, Bo Du, Jocelyn Chanussot
2025 J jnl
MCTGCL: Mixed CNN-Transformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Yun Zhang, Jiaojiao Li, Tie Zheng, Xunfeng Zhao, Haitao Xu, Changbin Xue, Yunsong Li, Jocelyn Chanussot
2025 J jnl
MambaX: Image Super-Resolution with State Predictive Control.
CoRR
Chenyu Li, Danfeng Hong, Bing Zhang, Zhaojie Pan, Naoto Yokoya, Jocelyn Chanussot
2025 J jnl
Multimodal Image Classification Based on Convolutional Network and Attention-Based Hidden Markov Random Field.
IEEE Trans. Geosci. Remote. Sens.
Elham Kordi Ghasrodashti, Peyman Adibi, Hossein Karshenas, Hamidreza Baradaran Kashani, Jocelyn Chanussot
2025 J jnl
Multimodal Semantic Segmentation in Yangtze River Economic Belt: Outcome of the 2024 IEEE WHISPERS MMSeg-YREB Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiepan Li, He Huang, Yu Xia, Xian Xu, Yingxin Wu, Qi Guo, Yinhe Liu, Yanfei Zhong, Jeongho Min, Sungbin Son, Hyeonjin Kim, Jaejun Yoo, Gemine Vivone, Chenyu Li, Wei He, Renwei Dian, Hao Liu, Haipeng Wang, Kan Wei, A. K. Qin, Naoto Yokoya, Shutao Li, Jocelyn Chanussot, Danfeng Hong
2025 J jnl
Nonlocal and Local Feature-Coupled Self-Supervised Network for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Degang Wang, Longfei Ren, Xu Sun, Lianru Gao, Jocelyn Chanussot
2025 J jnl
PDCNet: A Polarimetric Data-Enhanced Contrastive Learning Network for PolSAR Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bo Ren, Chaoyue Hua, Biao Hou, Jian Lv, Chen Yang, Licheng Jiao, Jocelyn Chanussot
2025 J jnl
Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Man Zhou, Naishan Zheng, Xuanhua He, Danfeng Hong, Jocelyn Chanussot
2025 J jnl
Prospects for Mitigating Spectral Variability in Tropical Species Classification Using Self-Supervised Learning.
CoRR
Colin Prieur, Nassim Ait Ali Braham, Paul Tresson, Grégoire Vincent, Jocelyn Chanussot
2025 J jnl
Spatial-spectral morphological mamba for hyperspectral image classification.
Neurocomputing
Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Muhammad Usama, Swalpa Kumar Roy, Jocelyn Chanussot, Danfeng Hong
2025 J jnl
SpectralEarth: Training Hyperspectral Foundation Models at Scale.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nassim Ait Ali Braham, Conrad M. Albrecht, Julien Mairal, Jocelyn Chanussot, Yi Wang, Xiao Xiang Zhu
2025 J jnl
Subpixel Spectral Variability Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot
2025 J jnl
Transductive Few-Shot Learning With Enhanced Spectral-Spatial Embedding for Hyperspectral Image Classification.
IEEE Trans. Image Process.
Bobo Xi, Yun Zhang, Jiaojiao Li, Yan Huang, Yunsong Li, Zan Li, Jocelyn Chanussot
2025 J jnl
Translation-classification loss for SAR image understanding with deep learning.
Comput. Vis. Image Underst.
Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouvé
2025 J jnl
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction.
CoRR
Chenyu Li, Danfeng Hong, Bing Zhang, Yuxuan Li, Gustau Camps-Valls, Xiao Xiang Zhu, Jocelyn Chanussot
2025 J jnl
VOGTNet: Variational Optimization-Guided Two-Stage Network for Multispectral and Panchromatic Image Fusion.
IEEE Trans. Neural Networks Learn. Syst.
Peng Wang, Zhongchen He, Bo Huang, Mauro Dalla Mura, Henry Leung, Jocelyn Chanussot
2024 J jnl
A Concurrent Multiscale Detector for End-to-End Image Matching.
IEEE Trans. Neural Networks Learn. Syst.
Dou Quan, Shuang Wang, Ning Huyan, Yi Li, Ruiqi Lei, Jocelyn Chanussot, Biao Hou, Licheng Jiao
2024 J jnl
A Lightweight Framework With Knowledge Distillation for Zero-Shot Mars Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiaomeng Tan, Bobo Xi, Haitao Xu, Jiaojiao Li, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
A Unified Deep Learning Network for Remote Sensing Image Registration and Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Rufan Zhou, Dou Quan, Shuang Wang, Chonghua Lv, Xianwei Cao, Jocelyn Chanussot, Yi Li, Licheng Jiao
2024 J jnl
A novel deep Siamese framework for burned area mapping Leveraging mixture of experts.
Eng. Appl. Artif. Intell.
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
2024 J jnl
AUD-Net: A Unified Deep Detector for Multiple Hyperspectral Image Anomaly Detection via Relation and Few-Shot Learning.
IEEE Trans. Neural Networks Learn. Syst.
Ning Huyan, Xiangrong Zhang, Dou Quan, Jocelyn Chanussot, Licheng Jiao
2024 J jnl
Assessing the Potential of PlanetScope Satellite Imagery to Estimate Particulate Matter Oxidative Potential.
CoRR
Ian Hough, Loïc Argentier, Ziyang Jiang, Tongshu Zheng, Mike Bergin, David E. Carlson, Jean-Luc Jaffrezo, Jocelyn Chanussot, Gaëlle Uzu
2024 J jnl
Attention Network with Outdoor Illumination Variation Prior for Spectral Reconstruction from RGB Images.
Remote. Sens.
Liyao Song, Haiwei Li, Song Liu, Junyu Chen, Jiancun Fan, Quan Wang, Jocelyn Chanussot
2024 J jnl
Beyond Supervised Learning in Remote Sensing: A Systematic Review of Deep Learning Approaches.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Benyamin Hosseiny, Masoud MahdianPari, MohammadAli Hemati, Ali Radman, Fariba Mohammadimanesh, Jocelyn Chanussot
2024 J jnl
Blind Spectral Super-Resolution by Estimating Spectral Degradation Between Unpaired Images.
IEEE Trans. Geosci. Remote. Sens.
Jie Xie, Leyuan Fang, Cheng Wu, Feng Xie, Jocelyn Chanussot
2024 A conf
COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation.
BMVC
Munish Monga, Sachin Kumar Giroh, Ankit Jha, Mainak Singha, Biplab Banerjee, Jocelyn Chanussot
2024 J jnl
COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation.
CoRR
Munish Monga, Sachin Kumar Giroh, Ankit Jha, Mainak Singha, Biplab Banerjee, Jocelyn Chanussot
2024 J jnl
CTF-SSCL: CNN-Transformer for Few-Shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Yun Zhang, Jiaojiao Li, Yunsong Li, Zan Li, Jocelyn Chanussot
2024 J jnl
CasFormer: Cascaded transformers for fusion-aware computational hyperspectral imaging.
Inf. Fusion
Chenyu Li, Bing Zhang, Danfeng Hong, Jun Zhou, Gemine Vivone, Shutao Li, Jocelyn Chanussot
2024 J jnl
Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei, Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang, Huilin Zhao, Chuan Chen, Cong Xia, Hao Li, Gemine Vivone, Ronny Hänsch, Gülsen Taskin Kaya, Jing Yao, A. K. Qin, Bing Zhang, Jocelyn Chanussot, Danfeng Hong
2024 J jnl
Cross-Domain Few-Shot Learning Based on Decoupled Knowledge Distillation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Shou Feng, Hongzhe Zhang, Bobo Xi, Chunhui Zhao, Yunsong Li, Jocelyn Chanussot
2024 J jnl
Cross-modal and multimodal data analysis based on functional mapping of spectral descriptors and manifold regularization.
Neurocomputing
Maysam Behmanesh, Peyman Adibi, Jocelyn Chanussot, Sayyed Mohammad Saeed Ehsani
2024 C conf
DEM-Assisted Neural Network for SAR-to-Optical Image Translation.
IGARSS
Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto
2024 J jnl
Deep Symmetric Fusion Transformer for Multimodal Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Honghao Chang, Haixia Bi, Fan Li, Chen Xu, Jocelyn Chanussot, Danfeng Hong
2024 — conf
Deformable Kolmogorov-Arnold Networks For Hyperspectral Image Classification.
WHISPERS
Ranko Lau, Jing Yao, Chenyu Li, Danfeng Hong, Jocelyn Chanussot
2024 J jnl
Diamond-Unet: A Novel Semantic Segmentation Network Based on U-Net Network and Transformer for Deep Space Rock Images.
IEEE Geosci. Remote. Sens. Lett.
Guocheng Li, Bobo Xi, Yufei He, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification.
CoRR
Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot
2024 J jnl
Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot
2024 J jnl
EMYNet-BDD: EfficientViTB Meets Yolov8 in the Encoder-Decoder Architecture for Building Damage Detection Using Postevent Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Masoomeh Gomroki, Mahdi Hasanlou, Jocelyn Chanussot, Danfeng Hong
2024 J jnl
Enhancing Contrastive Learning With Positive Pair Mining for Few-Shot Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nassim Ait Ali Braham, Julien Mairal, Jocelyn Chanussot, Lichao Mou, Xiao Xiang Zhu
2024 J jnl
F3Net: Adaptive Frequency Feature Filtering Network for Multimodal Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens.
Dou Quan, Zhe Wang, Shuang Wang, Yunan Li, Bo Ren, Mengte Kang, Jocelyn Chanussot, Licheng Jiao
2024 J jnl
Fast Semi-supervised Unmixing using Non-convex Optimization.
CoRR
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
2024 J jnl
Fast Semisupervised Unmixing Using Nonconvex Optimization.
IEEE Trans. Geosci. Remote. Sens.
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
2024 J jnl
Geometric Multimodal Deep Learning With Multiscaled Graph Wavelet Convolutional Network.
IEEE Trans. Neural Networks Learn. Syst.
Maysam Behmanesh, Peyman Adibi, Sayyed Mohammad Saeed Ehsani, Jocelyn Chanussot
2024 J jnl
HADGSM: A Unified Nonconvex Framework for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Longfei Ren, Lianru Gao, Minghua Wang, Xu Sun, Jocelyn Chanussot
2024 J jnl
Hyperspectral Images Single-Source Domain Generalization Based on Nonlinear Sample Generation.
IEEE Trans. Geosci. Remote. Sens.
Biqi Wang, Yang Xu, Zebin Wu, Shangdong Zheng, Zhihui Wei, Jocelyn Chanussot
2024 J jnl
Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives.
CoRR
Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Giovanni Poggi, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa
2024 C conf
Hyperspectral Pansharpening: Review and Future Perspectives.
IGARSS
Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa
2024 J jnl
Hyperspectral Simultaneous Anomaly Detection and Denoising: Insights From Integrative Perspective.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Minghua Wang, Lianru Gao, Longfei Ren, Xian Sun, Jocelyn Chanussot
2024 J jnl
ISSLIDE: A New InSAR Dataset for Slow SLIding Area DEtection With Machine Learning.
IEEE Geosci. Remote. Sens. Lett.
Antoine Bralet, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane M. Atto
2024 J jnl
Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package.
IEEE Trans. Geosci. Remote. Sens.
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
2024 J jnl
Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution.
IEEE Trans. Geosci. Remote. Sens.
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot
2024 J jnl
Investigating Abiotic Sources of Spectral Variability From Multitemporal Hyperspectral Airborne Acquisitions Over the French Guyana Canopy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Colin Prieur, Anthony Laybros, Giovanni Frati, Daniel Schläpfer, Jocelyn Chanussot, Grégoire Vincent
2024 J jnl
LM-Net: A Lightweight Matching Network for Remote Sensing Image Matching and Registration.
IEEE Trans. Geosci. Remote. Sens.
Dou Quan, Zhe Wang, Chonghua Lv, Shuang Wang, Yi Li, Bo Ren, Jocelyn Chanussot, Licheng Jiao
2024 — conf
Learning Representations of Satellite Images From Metadata Supervision.
ECCV (27)
Jules Bourcier, Gohar Dashyan, Karteek Alahari, Jocelyn Chanussot
2024 J jnl
Learning a Robust Topological Relationship for Online Multiobject Tracking in UAV Scenarios.
IEEE Trans. Geosci. Remote. Sens.
Chenwei Deng, Jiapeng Wu, Yuqi Han, Wenzheng Wang, Jocelyn Chanussot
2024 J jnl
Local and soft feature selection for value function approximation in batch reinforcement learning for robot navigation.
J. Supercomput.
Fatemeh Fathinezhad, Peyman Adibi, Bijan Shoushtarian, Jocelyn Chanussot
2024 J jnl
Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection.
CoRR
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot
2024 J jnl
MFINet: A Novel Zero-Shot Remote Sensing Scene Classification Network Based on Multimodal Feature Interaction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaomeng Tan, Bobo Xi, Haitao Xu, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
MeSAM: Multiscale Enhanced Segment Anything Model for Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Xichuan Zhou, Fu Liang, Lihui Chen, Haijun Liu, Qianqian Song, Gemine Vivone, Jocelyn Chanussot
2024 J jnl
Mind the Gap: Multilevel Unsupervised Domain Adaptation for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mingshuo Cai, Bobo Xi, Jiaojiao Li, Shou Feng, Yunsong Li, Zan Li, Jocelyn Chanussot
2024 J jnl
Model-Based Decomposition Feature Learning With Adversarial Prior.
IEEE Geosci. Remote. Sens. Lett.
Chen Yang, Yue Hu, Biao Hou, Bo Ren, Jocelyn Chanussot, Licheng Jiao
2024 J jnl
Model-Based Super-Resolution for Sentinel-5P Data.
IEEE Trans. Geosci. Remote. Sens.
Alessia Carbone, Rocco Restaino, Gemine Vivone, Jocelyn Chanussot
2024 J jnl
Model-Informed Multistage Unsupervised Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Jiaxin Li, Ke Zheng, Lianru Gao, Li Ni, Min Huang, Jocelyn Chanussot
2024 J jnl
Multilevel Attention Dynamic-Scale Network for HSI and LiDAR Data Fusion Classification.
IEEE Trans. Geosci. Remote. Sens.
Yufei He, Bobo Xi, Guocheng Li, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale Events.
CoRR
Xin Wu, Zhanchao Huang, Li Wang, Jocelyn Chanussot, Jiaojiao Tian
2024 J jnl
Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale Events.
IEEE Trans. Geosci. Remote. Sens.
Xin Wu, Zhanchao Huang, Li Wang, Jocelyn Chanussot, Jiaojiao Tian
2024 J jnl
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification.
CoRR
Zhu Han, Ce Zhang, Lianru Gao, Zhiqiang Zeng, Michael K. Ng, Bing Zhang, Jocelyn Chanussot
2024 J jnl
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhu Han, Ce Zhang, Lianru Gao, Zhiqiang Zeng, Michael K. Ng, Bing Zhang, Jocelyn Chanussot
2024 J jnl
Optimizing the image correction pipeline for pedestrian detection in the thermal-infrared domain.
CoRR
Christophe Karam, Jessy Matias, Xavier Breniere, Jocelyn Chanussot
2024 — conf
Pollen Identification and Concentration Estimation Using High Resolution Imaging and Deep Learning.
EUSIPCO
Anandaramane Candassamy, Alice Caplier, Jocelyn Chanussot, Roland Sarda Estève, Dominique Baisnée, Adeline Pouthier, David O'Connor, Benjamin Guinot, Dominique Filippi, Sylvain Bonnefond
2024 — conf
Prospects for Mitigating Spectral Variability in Tropical Species Classification Using Self-Supervised Learning.
WHISPERS
Colin Prieur, Nassim Ait Ali Braham, Paul Tresson, Grégoire Vincent, Jocelyn Chanussot
2024 J jnl
Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection.
CoRR
Chia-Hsiang Lin, Tzu-Hsuan Lin, Jocelyn Chanussot
2024 J jnl
Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Chia-Hsiang Lin, Tzu-Hsuan Lin, Jocelyn Chanussot
2024 — conf
Regression-Based Injection for Hyperspectral Pansharpening Within A Generalized Laplacian Pyramid Framework.
WHISPERS
Paolo Addesso, Gemine Vivone, Rocco Restaino, Marco Carpentiero, Jocelyn Chanussot
2024 J jnl
Rethinking Pan-Sharpening in Closed-Loop Regularization.
IEEE Trans. Neural Networks Learn. Syst.
Man Zhou, Jie Huang, Danfeng Hong, Feng Zhao, Chongyi Li, Jocelyn Chanussot
2024 J jnl
Review of Zero-Shot Remote Sensing Image Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaomeng Tan, Bobo Xi, Jiaojiao Li, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
Road Accessibility during Natural Hazards Based on Volunteered Geographic Information Data and Network Analysis.
ISPRS Int. J. Geo Inf.
Janine Florath, Jocelyn Chanussot, Sina Keller
2024 J jnl
RustQNet: Multimodal deep learning for quantitative inversion of wheat stripe rust disease index.
Comput. Electron. Agric.
Jie Deng, Danfeng Hong, Chenyu Li, Jing Yao, Ziqian Yang, Zhijian Zhang, Jocelyn Chanussot
2024 A* conf
S2MAE: A Spatial-Spectral Pretraining Foundation Model for Spectral Remote Sensing Data.
CVPR
Xuyang Li, Danfeng Hong, Jocelyn Chanussot
2024 J jnl
SSDFL: Spatial scattering decomposition feature learning for PolSAR image.
Int. J. Appl. Earth Obs. Geoinformation
Chen Yang, Biao Hou, Bo Ren, Xu Liu, Jocelyn Chanussot, Shuang Wang, Licheng Jiao
2024 J jnl
SeaMo: A Multi-Seasonal and Multimodal Remote Sensing Foundation Model.
CoRR
Xuyang Li, Danfeng Hong, Chenyu Li, Jocelyn Chanussot
2024 J jnl
Small Object-Aware Video Coding for Machines via Feature-Motion Synergy.
IEEE Geosci. Remote. Sens. Lett.
Qihan Xu, Bobo Xi, Haitao Xu, Yun Huang, Yunsong Li, Jocelyn Chanussot
2024 J jnl
Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification.
CoRR
Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Hamad Ahmed Altuwaijri, Swalpa Kumar Roy, Jocelyn Chanussot, Danfeng Hong
2024 J jnl
Spectral-Spatial Transformer for Hyperspectral Image Sharpening.
IEEE Trans. Neural Networks Learn. Syst.
Lihui Chen, Gemine Vivone, Jiayi Qin, Jocelyn Chanussot, Xiaomin Yang
2024 J jnl
SpectralEarth: Training Hyperspectral Foundation Models at Scale.
CoRR
Nassim Ait Ali Braham, Conrad M. Albrecht, Julien Mairal, Jocelyn Chanussot, Yi Wang, Xiao Xiang Zhu
2024 J jnl
SpectralGPT: Spectral Remote Sensing Foundation Model.
IEEE Trans. Pattern Anal. Mach. Intell.
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2024 J jnl
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification.
CoRR
Jing Yao, Danfeng Hong, Chenyu Li, Jocelyn Chanussot
2024 J jnl
Two Spectral-Spatial Implicit Neural Representations for Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Zhou Fang, Jun Li, Jocelyn Chanussot, Antonio Plaza
2024 C conf
Unsupervised Domain Adaptation for Hyperspectral Image Classification via Causal Invariance.
IGARSS
Biqi Wang, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot
2024 J jnl
Unsupervised Domain Adaption of Hyperspectral Images Based on Paring Domain Discrimination.
IEEE Trans. Geosci. Remote. Sens.
Biqi Wang, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot
2024 J jnl
Unsupervised Hyperspectral and Multispectral Image Fusion With Deep Spectral-Spatial Collaborative Constraint.
IEEE Trans. Geosci. Remote. Sens.
Haoyang Yu, Zhixin Ling, Ke Zheng, Lianru Gao, Jiaxin Li, Jocelyn Chanussot
2023 — conf
A Feature Fusion-Based Transformer Network for Hyperspectral Super-Resolution.
WHISPERS
Minghua Wang, Bing Zhang, Jiaxin Li, Longfei Ren, Jocelyn Chanussot
2023 C conf
A Novel Unified Framework for Multi-Task Fusion of Hyperspectral and SAR Image.
IGARSS
Yifan Zhang, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot
2023 J jnl
A Pansharpening Method Based on Hybrid-Scale Estimation of Injection Gains.
IEEE Trans. Geosci. Remote. Sens.
Yan Shi, Aiyong Tan, Na Liu, Wei Li, Ran Tao, Jocelyn Chanussot
2023 J jnl
A Triple-Double Convolutional Neural Network for Panchromatic Sharpening.
IEEE Trans. Neural Networks Learn. Syst.
Tian-Jing Zhang, Liang-Jian Deng, Ting-Zhu Huang, Jocelyn Chanussot, Gemine Vivone
2023 J jnl
A survey on hyperspectral image restoration: from the view of low-rank tensor approximation.
Sci. China Inf. Sci.
Na Liu, Wei Li, Yinjian Wang, Ran Tao, Qian Du, Jocelyn Chanussot
2023 J jnl
An Offset Graph U-Net for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Rong Chen, Gemine Vivone, Guanghui Li, Chenglong Dai, Jocelyn Chanussot
2023 J jnl
Automatic 3D Multiple Building Change Detection Model Based on Encoder-Decoder Network Using Highly Unbalanced Remote Sensing Datasets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Masoomeh Gomroki, Mahdi Hasanlou, Jocelyn Chanussot
2023 J jnl
BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot, Pedram Ghamisi
2023 J jnl
Bayesian Nonlocal Patch Tensor Factorization for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process.
Fei Ye, Zebin Wu, Xiuping Jia, Jocelyn Chanussot, Yang Xu, Zhihui Wei
2023 J jnl
Category-Level Assignment for Cross-Domain Semantic Segmentation in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Huan Ni, Qingshan Liu, Haiyan Guan, Hong Tang, Jocelyn Chanussot
2023 J jnl
Comparison of Machine Learning Algorithms for Flood Susceptibility Mapping.
Remote. Sens.
Seyd Teymoor Seydi, Yousef Kanani-Sadat, Mahdi Hasanlou, Roya Sahraei, Jocelyn Chanussot, Meisam Amani
2023 J jnl
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks.
CoRR
Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu
2023 J jnl
DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery.
IEEE Trans. Circuits Syst. Video Technol.
Bobo Xi, Jiaojiao Li, Yan Diao, Yunsong Li, Zan Li, Yan Huang, Jocelyn Chanussot
2023 J jnl
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Jing Yao, Chenyu Li, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot
2023 J jnl
Dynamic Hyperspectral Pansharpening CNNs.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Dahan Xi, Jun Li, Honghao Lai, Antonio Plaza, Jocelyn Chanussot
2023 J jnl
Efficient Object Detection in Optical Remote Sensing Imagery via Attention-Based Feature Distillation.
IEEE Trans. Geosci. Remote. Sens.
Pourya Shamsolmoali, Jocelyn Chanussot, Huiyu Zhou, Yue Lu
2023 J jnl
Efficient Object Detection in Optical Remote Sensing Imagery via Attention-based Feature Distillation.
CoRR
Pourya Shamsolmoali, Jocelyn Chanussot, Huiyu Zhou, Yue Lu
2023 J jnl
Efficient and Robust: A Cross-Modal Registration Deep Wavelet Learning Method for Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dou Quan, Huiyuan Wei, Shuang Wang, Yi Li, Jocelyn Chanussot, Yanhe Guo, Biao Hou, Licheng Jiao
2023 J jnl
Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing.
IEEE Trans. Image Process.
Alexandre Zouaoui, Gedeon Muhawenayo, Behnood Rasti, Jocelyn Chanussot, Julien Mairal
2023 J jnl
Extended Vision Transformer (ExViT) for Land Use and Land Cover Classification: A Multimodal Deep Learning Framework.
IEEE Trans. Geosci. Remote. Sens.
Jing Yao, Bing Zhang, Chenyu Li, Danfeng Hong, Jocelyn Chanussot
2023 J jnl
Graph-Based Active Learning for Nearly Blind Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Bohan Chen, Yifei Lou, Andrea L. Bertozzi, Jocelyn Chanussot
2023 J jnl
GuidedNet: A General CNN Fusion Framework via High-Resolution Guidance for Hyperspectral Image Super-Resolution.
IEEE Trans. Cybern.
Ran Ran, Liang-Jian Deng, Tai-Xiang Jiang, Jin-Fan Hu, Jocelyn Chanussot, Gemine Vivone
2023 J jnl
Hyperspectral Sparse Unmixing via Nonconvex Shrinkage Penalties.
IEEE Trans. Geosci. Remote. Sens.
Longfei Ren, Danfeng Hong, Lianru Gao, Xu Sun, Min Huang, Jocelyn Chanussot
2023 C conf
Hysupp: An Open-Source Hyperspectral Unmixing Python Package.
IGARSS
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
2023 J jnl
Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package.
CoRR
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
2023 J jnl
Incremental Land Cover Classification via Label Strategy and Adaptive Weights.
IEEE Trans. Geosci. Remote. Sens.
Bo Ren, Zhao Wang, Biao Hou, Bo Liu, Zitong Wu, Jocelyn Chanussot, Licheng Jiao
2023 J jnl
LGNet: Location-Guided Network for Road Extraction From Satellite Images.
IEEE Trans. Geosci. Remote. Sens.
Jingtao Hu, Junyu Gao, Yuan Yuan, Jocelyn Chanussot, Qi Wang
2023 J jnl
LRR-Net: An Interpretable Deep Unfolding Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot
2023 J jnl
LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening.
IEEE Trans. Image Process.
Zhong-Cheng Wu, Ting-Zhu Huang, Liang-Jian Deng, Jie Huang, Jocelyn Chanussot, Gemine Vivone
2023 J jnl
Large Kernel Sparse ConvNet Weighted by Multi-Frequency Attention for Remote Sensing Scene Understanding.
IEEE Trans. Geosci. Remote. Sens.
Junjie Wang, Wei Li, Mengmeng Zhang, Jocelyn Chanussot
2023 J jnl
Learning Double Subspace Representation for Joint Hyperspectral Anomaly Detection and Noise Removal.
IEEE Trans. Geosci. Remote. Sens.
Minghua Wang, Danfeng Hong, Bing Zhang, Longfei Ren, Jing Yao, Jocelyn Chanussot
2023 J jnl
Learning Tensor Low-Rank Representation for Hyperspectral Anomaly Detection.
IEEE Trans. Cybern.
Minghua Wang, Qiang Wang, Danfeng Hong, Swalpa Kumar Roy, Jocelyn Chanussot
2023 — conf
Material Identification in Complex Environments: Neural Network Approaches to Hyperspectral Image Analysis.
WHISPERS
Jason Brown, Bohan Chen, Harris Hardiman-Mostow, Adrien Weihs, Andrea L. Bertozzi, Jocelyn Chanussot
2023 J jnl
Multimodal Fusion Transformer for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot
2023 J jnl
Orthogonal Subspace Unmixing to Address Spectral Variability for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Longfei Ren, Danfeng Hong, Lianru Gao, Xu Sun, Min Huang, Jocelyn Chanussot
2023 J jnl
Panchromatic and Hyperspectral Image Fusion: Outcome of the 2022 WHISPERS Hyperspectral Pansharpening Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gemine Vivone, Andrea Garzelli, Yang Xu, Wenzhi Liao, Jocelyn Chanussot
2023 J jnl
Poissonian Blurred Hyperspectral Imagery Denoising Based on Variable Splitting and Penalty Technique.
IEEE Trans. Geosci. Remote. Sens.
Peng Wang, Yulan Wang, Bo Huang, Liguo Wang, Xiwang Zhang, Henry Leung, Jocelyn Chanussot
2023 C conf
RGB-Infrared Multi-Modal Remote Sensing Object Detection Using CNN and Transformer Based Feature Fusion.
IGARSS
Tao Tian, Jiang Cai, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot
2023 J jnl
Remote Sensing Image Fusion With Task-Inspired Multiscale Nonlocal-Attention Network.
IEEE Geosci. Remote. Sens. Lett.
Na Liu, Wei Li, Xian Sun, Ran Tao, Jocelyn Chanussot
2023 J jnl
Remote-Sensing Scene Classification via Multistage Self-Guided Separation Network.
IEEE Trans. Geosci. Remote. Sens.
Junjie Wang, Wei Li, Mengmeng Zhang, Ran Tao, Jocelyn Chanussot
2023 J jnl
S
IEEE Trans. Geosci. Remote. Sens.
Nan Huang, Liang Xiao, Qichao Liu, Jocelyn Chanussot
2023 J jnl
SUnAA: Sparse Unmixing Using Archetypal Analysis.
IEEE Geosci. Remote. Sens. Lett.
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
2023 J jnl
SUnAA: Sparse Unmixing using Archetypal Analysis.
CoRR
Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot
2023 J jnl
Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Qian Du, Jocelyn Chanussot
2023 J jnl
Soft dimensionality reduction for reinforcement data clustering.
World Wide Web (WWW)
Fatemeh Fathinezhad, Peyman Adibi, Bijan Shoushtarian, Hamidreza Baradaran Kashani, Jocelyn Chanussot
2023 J jnl
Spatial Data Augmentation: Improving the Generalization of Neural Networks for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Lihui Chen, Gemine Vivone, Zihao Nie, Jocelyn Chanussot, Xiaomin Yang
2023 J jnl
Spectral Variability Bayesian Unmixing for Hyperspectral Sequence in Wavelet Domain.
IEEE Trans. Geosci. Remote. Sens.
Hongyi Liu, Youkang Lu, Zebin Wu, Qian Du, Jocelyn Chanussot, Zhihui Wei
2023 J jnl
SpectralGPT: Spectral Foundation Model.
CoRR
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2023 J jnl
TAttMSRecNet: Triplet-attention and multiscale reconstruction network for band selection in hyperspectral images.
Expert Syst. Appl.
Utpal Nandi, Swalpa Kumar Roy, Danfeng Hong, Xin Wu, Jocelyn Chanussot
2023 J jnl
Toward Hierarchical Adaptive Alignment for Aerial Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Chenwei Deng, Donglin Jing, Yuqi Han, Jocelyn Chanussot
2023 J jnl
UCSL: Toward Unsupervised Common Subspace Learning for Cross-Modal Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jing Yao, Danfeng Hong, Haipeng Wang, Hao Liu, Jocelyn Chanussot
2023 J jnl
UIU-Net: U-Net in U-Net for Infrared Small Object Detection.
IEEE Trans. Image Process.
Xin Wu, Danfeng Hong, Jocelyn Chanussot
2022 J jnl
A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Nan Huang, Liang Xiao, Yang Xu, Jocelyn Chanussot
2022 J jnl
A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Muhammad Ahmad, Usman Ghous, Danfeng Hong, Adil Mehmood Khan, Jing Yao, Shaohua Wang, Jocelyn Chanussot
2022 J jnl
A Quadratic Morphological Deep Neural Network Fusing Radar and Optical Data for the Mapping of Burned Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
2022 J jnl
A dual-stream high resolution network: Deep fusion of GF-2 and GF-3 data for land cover classification.
Int. J. Appl. Earth Obs. Geoinformation
Bo Ren, Shibin Ma, Biao Hou, Danfeng Hong, Jocelyn Chanussot, Jianlong Wang, Licheng Jiao
2022 J jnl
An Optimization Procedure for Robust Regression-Based Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Marco Carpentiero, Gemine Vivone, Rocco Restaino, Paolo Addesso, Jocelyn Chanussot
2022 J jnl
ArbRPN: A Bidirectional Recurrent Pansharpening Network for Multispectral Images With Arbitrary Numbers of Bands.
IEEE Trans. Geosci. Remote. Sens.
Lihui Chen, Zhibing Lai, Gemine Vivone, Gwanggil Jeon, Jocelyn Chanussot, Xiaomin Yang
2022 J jnl
AutoNAS: Automatic Neural Architecture Search for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Zhu Han, Danfeng Hong, Lianru Gao, Bing Zhang, Min Huang, Jocelyn Chanussot
2022 J jnl
Bayesian Unmixing of Hyperspectral Image Sequence With Composite Priors for Abundance and Endmember Variability.
IEEE Trans. Geosci. Remote. Sens.
Hongyi Liu, Youkang Lu, Zebin Wu, Qian Du, Jocelyn Chanussot, Zhihui Wei
2022 J jnl
CNN-Based Hyperspectral Pansharpening With Arbitrary Resolution.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Jiawei Zhu, Jun Li, Antonio Plaza, Jocelyn Chanussot, Zhuliang Yu
2022 J jnl
Cluster-Memory Augmented Deep Autoencoder via Optimal Transportation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Ning Huyan, Xiangrong Zhang, Dou Quan, Jocelyn Chanussot, Licheng Jiao
2022 J jnl
Convolutional Neural Networks for Multimodal Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Xin Wu, Danfeng Hong, Jocelyn Chanussot
2022 J jnl
CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders.
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Zhu Han, Danfeng Hong, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion.
CoRR
Danfeng Hong, Jing Yao, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot
2022 C conf
Deep Blind Unmixing using Minimum Simplex Convolutional Network.
IGARSS
Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot
2022 J jnl
Deep Encoder-Decoder Networks for Classification of Hyperspectral and LiDAR Data.
IEEE Geosci. Remote. Sens. Lett.
Danfeng Hong, Lianru Gao, Renlong Hang, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review.
CoRR
Jiaxin Li, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot
2022 B conf
Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations.
ICIP
Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouvé
2022 J jnl
Deep learning in multimodal remote sensing data fusion: A comprehensive review.
Int. J. Appl. Earth Obs. Geoinformation
Jiaxin Li, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Edge-Conditioned Feature Transform Network for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Jie Guo, Xianyun Wu, Yanzi Shi, Jocelyn Chanussot
2022 J jnl
Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching.
IEEE Trans. Neural Networks Learn. Syst.
Dou Quan, Shuang Wang, Ning Huyan, Jocelyn Chanussot, Ruojing Wang, Xuefeng Liang, Biao Hou, Licheng Jiao
2022 J jnl
Endmember Purification With Affine Simplicial Cone Model.
IEEE Trans. Geosci. Remote. Sens.
Wenfei Luo, Lianru Gao, Danfeng Hong, Jocelyn Chanussot
2022 J jnl
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing.
IEEE Trans. Neural Networks Learn. Syst.
Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang
2022 C conf
Enhanced Single-Shot Detector for Small Object Detection in Remote Sensing Images.
IGARSS
Pourya Shamsolmoali, Masoumeh Zareapoor, Jie Yang, Eric Granger, Jocelyn Chanussot
2022 J jnl
Enhanced Single-shot Detector for Small Object Detection in Remote Sensing Images.
CoRR
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger, Jocelyn Chanussot, Jie Yang
2022 J jnl
Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing.
CoRR
Alexandre Zouaoui, Gedeon Muhawenayo, Behnood Rasti, Jocelyn Chanussot, Julien Mairal
2022 J jnl
Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery.
CoRR
Jules Bourcier, Gohar Dashyan, Jocelyn Chanussot, Karteek Alahari
2022 J jnl
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification.
IEEE Trans. Image Process.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Danfeng Hong, Jocelyn Chanussot
2022 J jnl
Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Nan Huang, Liang Xiao, Jianjun Liu, Jocelyn Chanussot
2022 J jnl
Graph Learning Based on Signal Smoothness Representation for Homogeneous and Heterogeneous Change Detection.
IEEE Trans. Geosci. Remote. Sens.
David Alejandro Jimenez Sierra, David Alfredo Quintero-Olaya, Juan Carlos Alvear-Muñoz, Hernán Darío Benítez-Restrepo, Juan Felipe Florez-Ospina, Jocelyn Chanussot
2022 J jnl
Hyperspectral Anomaly Detection Using Deep Learning: A Review.
Remote. Sens.
Xing Hu, Chun Xie, Zhe Fan, Qianqian Duan, Dawei Zhang, Linhua Jiang, Xian Wei, Danfeng Hong, Guoqiang Li, Xinhua Zeng, Wenming Chen, Dongfang Wu, Jocelyn Chanussot
2022 J jnl
Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Muhammad Ahmad, Sidrah Shabbir, Swalpa Kumar Roy, Danfeng Hong, Xin Wu, Jing Yao, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Jocelyn Chanussot
2022 J jnl
Hyperspectral Image Denoising Using Spectral-Spatial Transform-Based Sparse and Low-Rank Representations.
IEEE Trans. Geosci. Remote. Sens.
Bin Zhao, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jocelyn Chanussot
2022 J jnl
Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Jin-Fan Hu, Ting-Zhu Huang, Liang-Jian Deng, Tai-Xiang Jiang, Gemine Vivone, Jocelyn Chanussot
2022 J jnl
Hyperspectral Imagery Classification via Random Multigraphs Ensemble Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yanling Miao, Mulin Chen, Yuan Yuan, Jocelyn Chanussot, Qi Wang
2022 J jnl
Hyperspectral Pansharpening With Adaptive Feature Modulation-Based Detail Injection Network.
IEEE Trans. Geosci. Remote. Sens.
Yunsong Li, Yuxuan Zheng, Jiaojiao Li, Rui Song, Jocelyn Chanussot
2022 J jnl
Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning.
IEEE Trans. Geosci. Remote. Sens.
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Muhammad Ahmad, Antonio Plaza, Jocelyn Chanussot
2022 J jnl
Infrared Small Object Detection Using Deep Interactive U-Net.
IEEE Geosci. Remote. Sens. Lett.
Xin Wu, Danfeng Hong, Zhanchao Huang, Jocelyn Chanussot
2022 J jnl
Learning Locality-Constrained Sparse Coding for Spectral Enhancement of Multispectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Danfeng Hong, Xin Wu, Lianru Gao, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Local Similarity-Based Spatial-Spectral Fusion Hyperspectral Image Classification With Deep CNN and Gabor Filtering.
IEEE Trans. Geosci. Remote. Sens.
Uzair Aslam Bhatti, Zhaoyuan Yu, Jocelyn Chanussot, Zeeshan Zeeshan, Linwang Yuan, Wen Luo, Saqib Ali Nawaz, Mughair Aslam Bhatti, Qurat Ul Ain, Anum Mehmood
2022 J jnl
Machine Learning Approaches to Automatically Detect Glacier Snow Lines on Multi-Spectral Satellite Images.
Remote. Sens.
Colin Prieur, Antoine Rabatel, Jean-Baptiste Thomas, Ivar Farup, Jocelyn Chanussot
2022 J jnl
MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot
2022 J jnl
Modality Translation in Remote Sensing Time Series.
IEEE Trans. Geosci. Remote. Sens.
Xun Liu, Danfeng Hong, Jocelyn Chanussot, Baojun Zhao, Pedram Ghamisi
2022 J jnl
Multigraph-Based Low-Rank Tensor Approximation for Hyperspectral Image Restoration.
IEEE Trans. Geosci. Remote. Sens.
Na Liu, Wei Li, Ran Tao, Qian Du, Jocelyn Chanussot
2022 J jnl
Multimodal Fusion Transformer for Remote Sensing Image Classification.
CoRR
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot
2022 C conf
Multimodal Hyperspectral Unmixing via Attention Networks.
IGARSS
Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Multimodal Hyperspectral Unmixing: Insights From Attention Networks.
IEEE Trans. Geosci. Remote. Sens.
Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Jocelyn Chanussot
2022 C conf
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification.
IGARSS
Jing Yao, Danfeng Hong, Lianru Gao, Jocelyn Chanussot
2022 J jnl
Multipatch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Pourya Shamsolmoali, Jocelyn Chanussot, Masoumeh Zareapoor, Huiyu Zhou, Jie Yang
2022 J jnl
N-Cluster Loss and Hard Sample Generative Deep Metric Learning for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chen Yang, Biao Hou, Jocelyn Chanussot, Yue Hu, Bo Ren, Shuang Wang, Licheng Jiao
2022 J jnl
NonRegSRNet: A Nonrigid Registration Hyperspectral Super-Resolution Network.
IEEE Trans. Geosci. Remote. Sens.
Ke Zheng, Lianru Gao, Danfeng Hong, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives.
CoRR
Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J. Plaza
2022 J jnl
PDFL: Polarimetric Decomposition Feature Learning via Deep Autoencoder.
IEEE Trans. Geosci. Remote. Sens.
Chen Yang, Biao Hou, Qian Wu, Bo Ren, Jocelyn Chanussot, Shuang Wang, Licheng Jiao
2022 J jnl
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field.
IEEE Geosci. Remote. Sens. Lett.
Haixia Bi, Jing Yao, Zhiqiang Wei, Danfeng Hong, Jocelyn Chanussot
2022 J jnl
PolSAR Scene Classification via Low-Rank Constrained Multimodal Tensor Representation.
Remote. Sens.
Bo Ren, Mengqian Chen, Biao Hou, Danfeng Hong, Shibin Ma, Jocelyn Chanussot, Licheng Jiao
2022 J jnl
Progress and Challenges in Intelligent Remote Sensing Satellite Systems.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bing Zhang, Yuanfeng Wu, Boya Zhao, Jocelyn Chanussot, Danfeng Hong, Jing Yao, Lianru Gao
2022 J jnl
Reconstruction Error-Based Decomposition Feature Selection for PolSAR Image.
IEEE Trans. Geosci. Remote. Sens.
Chen Yang, Biao Hou, Xianpeng Guo, Bo Ren, Jocelyn Chanussot, Shuang Wang, Licheng Jiao
2022 J jnl
Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Zhu Han, Danfeng Hong, Lianru Gao, Swalpa Kumar Roy, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Reverse Difference Network for Highlighting Small Objects in Aerial Images.
ISPRS Int. J. Geo Inf.
Huan Ni, Jocelyn Chanussot, Xiaonan Niu, Hong Tang, Haiyan Guan
2022 J jnl
Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution.
IEEE Trans. Geosci. Remote. Sens.
Swalpa Kumar Roy, Purbayan Kar, Danfeng Hong, Xin Wu, Antonio Plaza, Jocelyn Chanussot
2022 C conf
Robust Linear Unmixing for Hyperspectral Remote Sensing Imagery Based on Enhanced Constraint of Classification.
IGARSS
Jinxue Chi, Xueji Shen, Haoyang Yu, Xiao-Di Shang, Jocelyn Chanussot, Yimin Shi
2022 J jnl
Robust linear unmixing with enhanced constraint of classification for hyperspectral remote sensing imagery.
IET Image Process.
Haoyang Yu, Jinxue Chi, Xiao-Di Shang, Xueji Shen, Jocelyn Chanussot, Yimin Shi
2022 J jnl
Rotation Equivariant Feature Image Pyramid Network for Object Detection in Optical Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Pourya Shamsolmoali, Masoumeh Zareapoor, Jocelyn Chanussot, Huiyu Zhou, Jie Yang
2022 J jnl
SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yunsong Li, Bobo Xi, Jiaojiao Li, Rui Song, Yuchao Xiao, Jocelyn Chanussot
2022 C conf
Self Supervised Learning for Few Shot Hyperspectral Image Classification.
IGARSS
Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot, Julien Mairal, Xiao Xiang Zhu
2022 J jnl
Self Supervised Learning for Few Shot Hyperspectral Image Classification.
CoRR
Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot, Julien Mairal, Xiao Xiang Zhu
2022 J jnl
Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection.
CoRR
Jules Bourcier, Thomas Floquet, Gohar Dashyan, Tugdual Ceillier, Karteek Alahari, Jocelyn Chanussot
2022 J jnl
Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jing Yao, Xiangyong Cao, Danfeng Hong, Xin Wu, Deyu Meng, Jocelyn Chanussot, Zongben Xu
2022 J jnl
Semi-Supervised Mixtures of Factor Analyzers Feature Extraction for Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot
2022 J jnl
Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images.
IEEE Trans. Geosci. Remote. Sens.
Tianzhu Liu, Yanfeng Gu, Wenyong Yu, Xiuping Jia, Jocelyn Chanussot
2022 J jnl
Siamese Transformer Network for Hyperspectral Image Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiqiang Rao, Lianru Gao, Ying Qu, Xu Sun, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Jing Yao, Danfeng Hong, Lin Xu, Deyu Meng, Jocelyn Chanussot, Zongben Xu
2022 C conf
Spectral-Spatial Transformer for Hyperspectral Image Sharpening.
IGARSS
Lihui Chen, Gemine Vivone, Jiayi Qin, Jocelyn Chanussot, Xiaomin Yang
2022 J jnl
SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2022 J jnl
Super Resolution Guided Deep Network for Land Cover Classification From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Jie Xie, Leyuan Fang, Bob Zhang, Jocelyn Chanussot, Shutao Li
2022 J jnl
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review.
CoRR
Minghua Wang, Danfeng Hong, Zhu Han, Jiaxin Li, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Total Variation Regularized Weighted Tensor Ring Decomposition for Missing Data Recovery in High-Dimensional Optical Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Minghua Wang, Qiang Wang, Jocelyn Chanussot, Danfeng Hong
2022 J jnl
UIU-Net: U-Net in U-Net for Infrared Small Object Detection.
CoRR
Xin Wu, Danfeng Hong, Jocelyn Chanussot
2022 J jnl
Unsupervised Outlier Detection Using Memory and Contrastive Learning.
IEEE Trans. Image Process.
Ning Huyan, Dou Quan, Xiangrong Zhang, Xuefeng Liang, Jocelyn Chanussot, Licheng Jiao
2022 J jnl
Unsupervised and Unregistered Hyperspectral Image Super-Resolution With Mutual Dirichlet-Net.
IEEE Trans. Geosci. Remote. Sens.
Ying Qu, Hairong Qi, Chiman Kwan, Naoto Yokoya, Jocelyn Chanussot
2022 J jnl
Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Zhicheng Wang, Lina Zhuang, Haoyang Yu, Bing Zhang, Jocelyn Chanussot
2022 J jnl
Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Jinhua Xie, Jun Li, Antonio Plaza, Jocelyn Chanussot, Jiawei Zhu
2021 J jnl
A Graph-Based Approach for Data Fusion and Segmentation of Multimodal Images.
IEEE Trans. Geosci. Remote. Sens.
Geoffrey Iyer, Jocelyn Chanussot, Andrea L. Bertozzi
2021 J jnl
A Mutual Information-Based Self-Supervised Learning Model for PolSAR Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens.
Bo Ren, Yangyang Zhao, Biao Hou, Jocelyn Chanussot, Licheng Jiao
2021 A* conf
A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration.
NeurIPS
Théo Bodrito, Alexandre Zouaoui, Jocelyn Chanussot, Julien Mairal
2021 J jnl
A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration.
CoRR
Théo Bodrito, Alexandre Zouaoui, Jocelyn Chanussot, Julien Mairal
2021 J jnl
A Triple-Double Convolutional Neural Network for Panchromatic Sharpening.
CoRR
Tian-Jing Zhang, Liang-Jian Deng, Ting-Zhu Huang, Jocelyn Chanussot, Gemine Vivone
2021 J jnl
An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery.
CoRR
Xuan Yang, Shanshan Li, Zhengchao Chen, Jocelyn Chanussot, Xiuping Jia, Bing Zhang, Baipeng Li, Pan Chen
2021 J jnl
An Introduction to Deep Morphological Networks.
IEEE Access
Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, Jefersson A. dos Santos
2021 C conf
An Overview of Multimodal Remote Sensing Data Fusion: From Image to Feature, From Shallow to Deep.
IGARSS
Danfeng Hong, Jocelyn Chanussot, Xiao Xiang Zhu
2021 J jnl
Blind Hyperspectral Unmixing Based on Graph Total Variation Regularization.
IEEE Trans. Geosci. Remote. Sens.
Jing Qin, Harlin Lee, Jocelyn T. Chi, Lucas Drumetz, Jocelyn Chanussot, Yifei Lou, Andrea L. Bertozzi
2021 J jnl
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection.
IEEE Trans. Geosci. Remote. Sens.
Saloua Chlaily, Mauro Dalla Mura, Jocelyn Chanussot, Christian Jutten, Paolo Gamba, Andrea Marinoni
2021 J jnl
Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution.
IEEE Trans. Geosci. Remote. Sens.
Ke Zheng, Lianru Gao, Wenzhi Liao, Danfeng Hong, Bing Zhang, Ximin Cui, Jocelyn Chanussot
2021 J jnl
Cross-Modal and Multimodal Data Analysis Based on Functional Mapping of Spectral Descriptors and Manifold Regularization.
CoRR
Maysam Behmanesh, Peyman Adibi, Jocelyn Chanussot, Sayyed Mohammad Saeed Ehsani
2021 J jnl
DSMNN-Net: A Deep Siamese Morphological Neural Network Model for Burned Area Mapping Using Multispectral Sentinel-2 and Hyperspectral PRISMA Images.
Remote. Sens.
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
2021 J jnl
Deep Half-Siamese Networks for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Zhu Han, Danfeng Hong, Lianru Gao, Bing Zhang, Jocelyn Chanussot
2021 J jnl
Detail Injection-Based Deep Convolutional Neural Networks for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Liang-Jian Deng, Gemine Vivone, Cheng Jin, Jocelyn Chanussot
2021 J jnl
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing.
CoRR
Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang
2021 C conf
EvoNAS: Evolvable Neural Architecture Search for Hyperspectral Unmixing.
IGARSS
Zhu Han, Danfeng Hong, Lianru Gao, Jocelyn Chanussot, Bing Zhang
2021 J jnl
Geometric Multimodal Deep Learning with Multi-Scaled Graph Wavelet Convolutional Network.
CoRR
Maysam Behmanesh, Peyman Adibi, Sayyed Mohammad Saeed Ehsani, Jocelyn Chanussot
2021 J jnl
Geometric Multimodal Learning Based on Local Signal Expansion for Joint Diagonalization.
IEEE Trans. Signal Process.
Maysam Behmanesh, Peyman Adibi, Jocelyn Chanussot, Christian Jutten, Sayyed Mohammad Saeed Ehsani
2021 J jnl
Graph Convolutional Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2021 J jnl
Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Danfeng Hong, Jocelyn Chanussot, Antonio Plaza
2021 J jnl
Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Jian Kang, Naoto Yokoya, Jocelyn Chanussot
2021 J jnl
Hyperspectral Computational Imaging via Collaborative Tucker3 Tensor Decomposition.
IEEE Trans. Circuits Syst. Video Technol.
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei
2021 J jnl
Hyperspectral Image Mixed Noise Removal Based on Multidirectional Low-Rank Modeling and Spatial-Spectral Total Variation.
IEEE Trans. Geosci. Remote. Sens.
Minghua Wang, Qiang Wang, Jocelyn Chanussot, Dan Li
2021 J jnl
Hyperspectral Restoration and Fusion With Multispectral Imagery via Low-Rank Tensor-Approximation.
IEEE Trans. Geosci. Remote. Sens.
Na Liu, Lu Li, Wei Li, Ran Tao, James E. Fowler, Jocelyn Chanussot
2021 J jnl
Hyperspectral Sharpening Approaches Using Satellite Multiplatform Data.
IEEE Trans. Geosci. Remote. Sens.
Rocco Restaino, Gemine Vivone, Paolo Addesso, Jocelyn Chanussot
2021 J jnl
Individual Tree Segmentation Based on Mean Shift and Crown Shape Model for Temperate Forest.
IEEE Geosci. Remote. Sens. Lett.
Eduardo Tusa, Jean-Matthieu Monnet, Jean-Baptiste Barré, Mauro Dalla Mura, Michele Dalponte, Jocelyn Chanussot
2021 J jnl
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing.
CoRR
Danfeng Hong, Wei He, Naoto Yokoya, Jing Yao, Lianru Gao, Liangpei Zhang, Jocelyn Chanussot, Xiao Xiang Zhu
2021 J jnl
Joint and Progressive Subspace Analysis (JPSA) With Spatial-Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction.
IEEE Trans. Cybern.
Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Jian Xu, Xiao Xiang Zhu
2021 J jnl
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang
2021 J jnl
Multi-Relation Attention Network for Image Patch Matching.
IEEE Trans. Image Process.
Dou Quan, Shuang Wang, Yi Li, Bowu Yang, Ning Huyan, Jocelyn Chanussot, Biao Hou, Licheng Jiao
2021 J jnl
Multi-patch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images.
CoRR
Pourya Shamsolmoali, Jocelyn Chanussot, Masoumeh Zareapoor, Huiyu Zhou, Jie Yang
2021 C conf
Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction.
IGARSS
Danfeng Hong, Xin Wu, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot
2021 J jnl
Multimodal GANs: Toward Crossmodal Hyperspectral-Multispectral Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Jing Yao, Deyu Meng, Zongben Xu, Jocelyn Chanussot
2021 J jnl
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model.
CoRR
Danfeng Hong, Jingliang Hu, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu
2021 J jnl
Multimodal hyperspectral remote sensing: an overview and perspective.
Sci. China Inf. Sci.
Yanfeng Gu, Tianzhu Liu, Guoming Gao, Guangbo Ren, Yi Ma, Jocelyn Chanussot, Xiuping Jia
2021 C conf
Non-Local Means Low-Rank Approximation for Hyperspectral Denoising.
IGARSS
Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot
2021 C conf
On Hyperspectral Super-Resolution.
IGARSS
Jocelyn Chanussot
2021 J jnl
Recent Developments in Parallel and Distributed Computing for Remotely Sensed Big Data Processing.
Proc. IEEE
Zebin Wu, Jin Sun, Yi Zhang, Zhihui Wei, Jocelyn Chanussot
2021 J jnl
Rotation Equivariant Feature Image Pyramid Network for Object Detection in Optical Remote Sensing Imagery.
CoRR
Pourya Shamsolmoali, Masoumeh Zareapoor, Jocelyn Chanussot, Huiyu Zhou, Jie Yang
2021 J jnl
Semisupervised charting for spectral multimodal manifold learning and alignment.
Pattern Recognit.
Ali Pournemat, Peyman Adibi, Jocelyn Chanussot
2021 J jnl
Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning.
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot
2021 J jnl
SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers.
CoRR
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2021 J jnl
Tensor Low-Rank Constraint and $l_0$ Total Variation for Hyperspectral Image Mixed Noise Removal.
IEEE J. Sel. Top. Signal Process.
Minghua Wang, Qiang Wang, Jocelyn Chanussot
2021 J jnl
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yanbiao Ma, Yuxin Li, Kexin Feng, Yu Xia, Qi Huang, Hongyan Zhang, Colin Prieur, Giorgio Licciardi, Hana Malha, Jocelyn Chanussot, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
2021 J jnl
Transferable Deep Learning from Time Series of Landsat Data for National Land-Cover Mapping with Noisy Labels: A Case Study of China.
Remote. Sens.
Xuemei Zhao, Danfeng Hong, Lianru Gao, Bing Zhang, Jocelyn Chanussot
2021 J jnl
Unsupervised Outlier Detection using Memory and Contrastive Learning.
CoRR
Ning Huyan, Dou Quan, Xiangrong Zhang, Xuefeng Liang, Jocelyn Chanussot, Licheng Jiao
2021 J jnl
Using Low-rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing.
CoRR
Lianru Gao, Zhicheng Wang, Lina Zhuang, Haoyang Yu, Bing Zhang, Jocelyn Chanussot
2021 C conf
Wavelet-Based Block Low-Rank Representations for Hyperspectral Denoising.
IGARSS
Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot
2021 J jnl
l₀-l₁ Hybrid Total Variation Regularization and its Applications on Hyperspectral Image Mixed Noise Removal and Compressed Sensing.
IEEE Trans. Geosci. Remote. Sens.
Minghua Wang, Qiang Wang, Jocelyn Chanussot, Danfeng Hong
2020 J jnl
A Data-Driven Model-Based Regression Applied to Panchromatic Sharpening.
IEEE Trans. Image Process.
Paolo Addesso, Gemine Vivone, Rocco Restaino, Jocelyn Chanussot
2020 J jnl
A Pansharpening Approach Based on Multiple Linear Regression Estimation of Injection Coefficients.
IEEE Geosci. Remote. Sens. Lett.
Rocco Restaino, Gemine Vivone, Paolo Addesso, Jocelyn Chanussot
2020 J jnl
A Two-Stream Multiscale Deep Learning Architecture for Pan-Sharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jie Wei, Yang Xu, Wanting Cai, Zebin Wu, Jocelyn Chanussot, Zhihui Wei
2020 J jnl
CNN based spectral super-resolution of remote sensing images.
Signal Process.
Pattathal V. Arun, Krishna Mohan Buddhiraju, Alok Porwal, Jocelyn Chanussot
2020 J jnl
CNN-Based Super-Resolution of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Pattathal V. Arun, Krishna Mohan Buddhiraju, Alok Porwal, Jocelyn Chanussot
2020 J jnl
Coupled Convolutional Neural Network with Adaptive Response Function Learning for Unsupervised Hyperspectral Super-Resolution.
CoRR
Ke Zheng, Lianru Gao, Wenzhi Liao, Danfeng Hong, Bing Zhang, Ximin Cui, Jocelyn Chanussot
2020 — conf
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution.
ECCV (29)
Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu
2020 J jnl
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution.
CoRR
Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu
2020 J jnl
Exploring coupled images fusion based on joint tensor decomposition.
Hum. centric Comput. Inf. Sci.
Liangfu Lu, Xiaoxu Ren, Kuo-Hui Yeh, Zhiyuan Tan, Jocelyn Chanussot
2020 J jnl
Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep.
CoRR
Behnood Rasti, Danfeng Hong, Renlong Hang, Pedram Ghamisi, Xudong Kang, Jocelyn Chanussot, Jón Atli Benediktsson
2020 J jnl
Fourier-Based Rotation-Invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection.
IEEE Geosci. Remote. Sens. Lett.
Xin Wu, Danfeng Hong, Jocelyn Chanussot, Yang Xu, Ran Tao, Yue Wang
2020 J jnl
Fusion of short-wave infrared and visible near-infrared WorldView-3 data.
Inf. Fusion
Gemine Vivone, Jocelyn Chanussot
2020 J jnl
Global Spatial and Local Spectral Similarity-Based Manifold Learning Group Sparse Representation for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Haoyang Yu, Lianru Gao, Wenzhi Liao, Bing Zhang, Lina Zhuang, Meiping Song, Jocelyn Chanussot
2020 J jnl
Graph Convolutional Networks for Hyperspectral Image Classification.
CoRR
Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2020 J jnl
Graph-Based Data Fusion Applied to: Change Detection and Biomass Estimation in Rice Crops.
Remote. Sens.
David Alejandro Jimenez Sierra, Hernán Darío Benítez-Restrepo, Hernán Darío Vargas Cardona, Jocelyn Chanussot
2020 J jnl
Graph-based fusion for change detection in multi-spectral images.
CoRR
David Alejandro Jimenez Sierra, Hernán Darío Benítez-Restrepo, Hernán Darío Vargas Cardona, Jocelyn Chanussot
2020 J jnl
Hyperspectral Image Super-resolution via Deep Spatio-spectral Convolutional Neural Networks.
CoRR
Jin-Fan Hu, Ting-Zhu Huang, Liang-Jian Deng, Tai-Xiang Jiang, Gemine Vivone, Jocelyn Chanussot
2020 C conf
Hyperspectral Images Denoising Based on Mixtures of Factor Analyzers.
IGARSS
Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot
2020 J jnl
Hyperspectral Images Super-Resolution via Learning High-Order Coupled Tensor Ring Representation.
IEEE Trans. Neural Networks Learn. Syst.
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei
2020 J jnl
Hyperspectral Pansharpening Using Deep Prior and Dual Attention Residual Network.
IEEE Trans. Geosci. Remote. Sens.
Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Jie Guo, Xianyun Wu, Jocelyn Chanussot
2020 J jnl
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, Xiao Xiang Zhu
2020 J jnl
Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction.
CoRR
Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Jian Xu, Xiao Xiang Zhu
2020 J jnl
Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data.
IEEE Geosci. Remote. Sens. Lett.
Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu
2020 C conf
Local Spatial-Spectral Correlation Based Mixtures of Factor Analyzers for Hyperspectral Denoising.
IGARSS
Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot
2020 C conf
Locally Linear Reconstruction for Spectral Enhancement Using Limited Pixel-to-Pixel Multispectral and Hyperspectral Data.
IGARSS
Danfeng Hong, Jing Yao, Renlong Hang, Jocelyn Chanussot
2020 J jnl
Modified Tensor Distance-Based Multiview Spectral Embedding for PolSAR Land Cover Classification.
IEEE Geosci. Remote. Sens. Lett.
Bo Ren, Biao Hou, Jocelyn Chanussot, Licheng Jiao
2020 J jnl
More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification.
CoRR
Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang
2020 J jnl
Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Yang Xu, Zebin Wu, Jocelyn Chanussot, Pierre Comon, Zhihui Wei
2020 J jnl
Online Structured Sparsity-Based Moving-Object Detection From Satellite Videos.
IEEE Trans. Geosci. Remote. Sens.
Junpeng Zhang, Xiuping Jia, Jiankun Hu, Jocelyn Chanussot
2020 J jnl
Pansharpening: Context-Based Generalized Laplacian Pyramids by Robust Regression.
IEEE Trans. Geosci. Remote. Sens.
Gemine Vivone, Stefano Maranò, Jocelyn Chanussot
2020 J jnl
PolSAR Feature Extraction Via Tensor Embedding Framework for Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens.
Bo Ren, Biao Hou, Jocelyn Chanussot, Licheng Jiao
2020 J jnl
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field.
CoRR
Haixia Bi, Jing Yao, Zhiqiang Wei, Danfeng Hong, Jocelyn Chanussot
2020 C conf
PolSAR Scene Classification via Low-Rank Tensor-Based Multi-View Subspace Representation.
IGARSS
Mengqian Chen, Bo Ren, Biao Hou, Jocelyn Chanussot, Shuang Wang, Xiangrong Zhang, Wen Xie
2020 J jnl
Spatial-Spectral Manifold Embedding of Hyperspectral Data.
CoRR
Danfeng Hong, Jing Yao, Xin Wu, Jocelyn Chanussot, Xiao Xiang Zhu
2020 J jnl
Spectral Superresolution of Multispectral Imagery with Joint Sparse and Low-Rank Learning.
CoRR
Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot
2020 J jnl
Spectral Unmixing: A Derivation of the Extended Linear Mixing Model From the Hapke Model.
IEEE Geosci. Remote. Sens. Lett.
Lucas Drumetz, Jocelyn Chanussot, Christian Jutten
2020 J jnl
Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry.
IEEE Trans. Image Process.
Lucas Drumetz, Jocelyn Chanussot, Christian Jutten, Wing-Kin Ma, Akira Iwasaki
2020 J jnl
Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lin He, Jiawei Zhu, Jun Li, Deyu Meng, Jocelyn Chanussot, Antonio Plaza
2020 J jnl
Toward Super-Resolution Image Construction Based on Joint Tensor Decomposition.
Remote. Sens.
Xiaoxu Ren, Liangfu Lu, Jocelyn Chanussot
2020 J jnl
Towards perceptual image fusion: A novel two-layer framework.
Inf. Fusion
Chenwei Deng, Xun Liu, Jocelyn Chanussot, Yang Xu, Baojun Zhao
2020 C conf
Unsupervised Hyperspectral Embedding by Learning a Deep Regression Network.
IGARSS
Danfeng Hong, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu
2020 J jnl
Unsupervised and Supervised Feature Extraction Methods for Hyperspectral Images Based on Mixtures of Factor Analyzers.
Remote. Sens.
Bin Zhao, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jocelyn Chanussot
2020 J jnl
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data.
CoRR
Danfeng Hong, Naoto Yokoya, Gui-Song Xia, Jocelyn Chanussot, Xiao Xiang Zhu
2019 C conf
(Semi-) Supervised Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification.
IGARSS
Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot
2019 J jnl
A Combiner-Based Full Resolution Quality Assessment Index for Pansharpening.
IEEE Geosci. Remote. Sens. Lett.
Gemine Vivone, Paolo Addesso, Jocelyn Chanussot
2019 — conf
A Fully Bayesian Approach For Inferring Physical Properties With Credibility Intervals From Noisy Astronomical Data.
WHISPERS
Maxime Vono, Javier R. Goicoechea, Pierre Gratier, Viviana V. Guzmán, Annie Hughes, Jouni Kainulainen, David Languignon, Jacques Le Bourlot, François Levrier, Harvey S. Listz, Karin I. Oberg, Emeric Bron, Jan H. Orkisz, Nicolas Peretto, Jérome Pety, Antoine Roueff, Èvelyne Roueff, Albrecht Sievers, Victor de Souza Magalhaes, Pascal Tremblin, Pierre Chainais, Franck Le Petit, Sébastien Bardeau, Sébastien Bourguignon, Jocelyn Chanussot, Mathilde Gaudel, Maryvonne Gerin
2019 J jnl
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing.
IEEE Trans. Image Process.
Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu
2019 J jnl
An Improved Stationarity Test Based on Surrogates.
IEEE Signal Process. Lett.
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat
2019 J jnl
An Introduction to Deep Morphological Networks.
CoRR
Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, William Robson Schwartz, Jefersson A. dos Santos
2019 J jnl
Assessment of Hyperspectral Sharpening Methods for the Monitoring of Natural Areas Using Multiplatform Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Javier Marcello, Edurne Ibarrola-Ulzurrun, Consuelo Gonzalo-Martín, Jocelyn Chanussot, Gemine Vivone
2019 J jnl
Braids of partitions for the hierarchical representation and segmentation of multimodal images.
Pattern Recognit.
Guillaume Tochon, Mauro Dalla Mura, Miguel Angel Veganzones, Thierry Géraud, Jocelyn Chanussot
2019 J jnl
CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu
2019 J jnl
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia, Jocelyn Chanussot, Yongsheng Gao
2019 C conf
Constructing a Braid of Partitions from Hierarchies of Partitions.
ISMM
Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot
2019 — conf
Dynamic Material-Aware Object Tracking in Hyperspectral Videos.
WHISPERS
Fengchao Xiong, Jun Zhou, Jocelyn Chanussot, Yuntao Qian
2019 J jnl
Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks.
IEEE Trans. Geosci. Remote. Sens.
Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex dos Santos
2019 C conf
Estimation of Diffuse Component of Global Radiation Based on Leaf-Scale Crop Images.
IGARSS
Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot, Koichi Shinoda
2019 — conf
Fast Blind Hyperspectral Unmixing Based On Graph Laplacian.
WHISPERS
Jing Qin, Harlin Lee, Jocelyn T. Chi, Yifei Lou, Jocelyn Chanussot, Andrea L. Bertozzi
2019 J jnl
Foreword to the Special Issue on Hyperspectral Image and Signal Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jocelyn Chanussot, X. Zhu, Y. Gu
2019 J jnl
Fourier-based Rotation-invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection.
CoRR
Xin Wu, Danfeng Hong, Jocelyn Chanussot, Yang Xu, Ran Tao, Yue Wang
2019 J jnl
HyperPNN: Hyperspectral Pansharpening via Spectrally Predictive Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lin He, Jiawei Zhu, Jun Li, Antonio Plaza, Jocelyn Chanussot, Bo Li
2019 J jnl
Hyperspectral Anomaly Detection via Global and Local Joint Modeling of Background.
IEEE Trans. Signal Process.
Zebin Wu, Wei Zhu, Jocelyn Chanussot, Yang Xu, Stanley J. Osher
2019 J jnl
Hyperspectral Classification Through Unmixing Abundance Maps Addressing Spectral Variability.
IEEE Trans. Geosci. Remote. Sens.
Edurne Ibarrola-Ulzurrun, Lucas Drumetz, Javier Marcello, Consuelo Gonzalo-Martín, Jocelyn Chanussot
2019 J jnl
Hyperspectral Image Unmixing With Endmember Bundles and Group Sparsity Inducing Mixed Norms.
IEEE Trans. Image Process.
Lucas Drumetz, Travis R. Meyer, Jocelyn Chanussot, Andrea L. Bertozzi, Christian Jutten
2019 C conf
Intensity Calibration of a MCT-APD Sensor for a Flash Lidar System.
IGARSS
Victor E. S. Parahyba, Regis Perrier, Eric de Borniol, Jocelyn Chanussot
2019 J jnl
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification.
CoRR
Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, Xiao Xiang Zhu
2019 — conf
L0 Gradient Regularized Low-Rank Tensor Model for Hyperspectral Image Denoising.
WHISPERS
Minghua Wang, Qiang Wang, Jocelyn Chanussot
2019 J jnl
Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification.
CoRR
Danfeng Hong, Naoto Yokoya, Nan Ge, Jocelyn Chanussot, Xiao Xiang Zhu
2019 J jnl
Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data.
CoRR
Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu
2019 C conf
LiDAR Data-Aided Hypergraph Regularized Multi-Modal Unmixing.
IGARSS
Sevcan Kahraman, Yang Xu, Jocelyn Chanussot, Ali Tangel
2019 — conf
LiDAR-Guided Reduction Of Spectral Variability in Hyperspectral Imagery.
WHISPERS
Sevcan Kahraman, Raphael Bacher, Tatsumi Uezato, Jocelyn Chanussot, Ali Tangel
2019 — conf
Mixed Noise Reduction in Hyperspectral Imagery.
WHISPERS
Behnood Rasti, Pedram Ghamisi, Jocelyn Chanussot
2019 C conf
Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification.
IGARSS
Bin Zhao, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jocelyn Chanussot
2019 C conf
Multimodal-Temporal Fusion: Blending Multimodal Remote Sensing Images to Generate Image Series With High Temporal Resolution.
IGARSS
Xun Liu, Chenwei Deng, Baojun Zhao, Jocelyn Chanussot
2019 J jnl
Nonlocal Patch Tensor Sparse Representation for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process.
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei
2019 J jnl
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features.
CoRR
Xin Wu, Danfeng Hong, Jiaojiao Tian, Jocelyn Chanussot, Wei Li, Ran Tao
2019 J jnl
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features.
IEEE Trans. Geosci. Remote. Sens.
Xin Wu, Danfeng Hong, Jiaojiao Tian, Jocelyn Chanussot, Wei Li, Ran Tao
2019 J jnl
Online Structured Sparsity-based Moving Object Detection from Satellite Videos.
CoRR
Junpeng Zhang, Xiuping Jia, Jiankun Hu, Jocelyn Chanussot
2019 J jnl
Pansharpening Based on Deconvolution for Multiband Filter Estimation.
IEEE Trans. Geosci. Remote. Sens.
Gemine Vivone, Paolo Addesso, Rocco Restaino, Mauro Dalla Mura, Jocelyn Chanussot
2019 J jnl
Pansharpening via Detail Injection Based Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lin He, Yizhou Rao, Jun Li, Jocelyn Chanussot, Antonio Plaza, Jiawei Zhu, Bo Li
2019 C conf
Polsar Land Cover Classification via Tensorial Embedding Methods.
IGARSS
Bo Ren, Biao Hou, Jocelyn Chanussot, Changzhe Jiao, Xiangrong Zhang
2019 J jnl
Scene Classification With Recurrent Attention of VHR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Qi Wang, Shaoteng Liu, Jocelyn Chanussot, Xuelong Li
2019 — conf
Sequential Tensor Decomposition For Gas Tracking In Lwir Hyperspectral Video Sequences.
WHISPERS
Suling Tan, Huan Liu, Yanfeng Gu, Jocelyn Chanussot
2019 J jnl
Snow Cover Estimation From Image Time Series Based on Spectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Théo Masson, Mauro Dalla Mura, Marie Dumont, Jocelyn Chanussot
2019 J jnl
Soft-Then-Hard Super-Resolution Mapping Based on Pansharpening Technique for Remote Sensing Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Peng Wang, Mauro Dalla Mura, Jocelyn Chanussot, Gong Zhang
2019 J jnl
StfNet: A Two-Stream Convolutional Neural Network for Spatiotemporal Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Xun Liu, Chenwei Deng, Jocelyn Chanussot, Danfeng Hong, Baojun Zhao
2019 J jnl
Superresolution Land Cover Mapping Based on Pixel-, Subpixel-, and Superpixel-Scale Spatial Dependence With Pansharpening Technique.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Peng Wang, Lei Zhang, Gong Zhang, Hui Bi, Mauro Dalla Mura, Jocelyn Chanussot
2019 J jnl
Target recognition in SAR images via sparse representation in the frequency domain.
Pattern Recognit.
Ganggang Dong, Hongwei Liu, Gangyao Kuang, Jocelyn Chanussot
2019 C conf
WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery.
IGARSS
Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Uta Heiden, Wieke Heldens, Xiao Xiang Zhu
2018 J jnl
A Bayesian Procedure for Full-Resolution Quality Assessment of Pansharpened Products.
IEEE Trans. Geosci. Remote. Sens.
Gemine Vivone, Rocco Restaino, Jocelyn Chanussot
2018 — conf
A Novel Highly Parallel Algorithm For The Detection And Tracking Of Chemical Gas Plumes Using Hyperspectral Video Sequences.
WHISPERS
María Díaz, Jocelyn Chanussot, Raúl Guerra, Sebastián López, Roberto Sarmiento, Andrea L. Bertozzi
2018 J jnl
A Regression-Based High-Pass Modulation Pansharpening Approach.
IEEE Trans. Geosci. Remote. Sens.
Gemine Vivone, Rocco Restaino, Jocelyn Chanussot
2018 C conf
A Study on Full Scale Injection Coefficients for Pansharpening.
IGARSS
Gemine Vivone, Rocco Restaino, Jocelyn Chanussot
2018 J jnl
A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function.
IEEE Trans. Image Process.
Liang-Jian Deng, Gemine Vivone, Weihong Guo, Mauro Dalla Mura, Jocelyn Chanussot
2018 J jnl
A cellular automata-based filtering approach to multi-temporal image denoising.
Expert Syst. J. Knowl. Eng.
Blanca Priego, Abraham Prieto, Richard J. Duro, Jocelyn Chanussot
2018 J jnl
A nonparametric test for slowly-varying nonstationarities.
Signal Process.
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat
2018 J jnl
An Assessment of Existing Methodologies to Retrieve Snow Cover Fraction from MODIS Data.
Remote. Sens.
Théo Masson, Marie Dumont, Mauro Dalla Mura, Pascal Sirguey, Simon Gascoin, Jean-Pierre Dedieu, Jocelyn Chanussot
2018 J jnl
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing.
CoRR
Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu
2018 J jnl
Class-Oriented Weighted Kernel Sparse Representation With Region-Level Kernel for Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Le Gan, Junshi Xia, Peijun Du, Jocelyn Chanussot
2018 — conf
Classification Using Unmixing Models in Areas With Substantial Endmember Variability.
WHISPERS
Edurne Ibarrola-Ulzurrun, Lucas Drumetz, Jocelyn Chanussot, Javier Marcello, Consuelo Gonzalo-Martín
2018 J jnl
CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences.
CoRR
Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu
2018 J jnl
Deep Learning for Fusion of APEX Hyperspectral and Full-Waveform LiDAR Remote Sensing Data for Tree Species Mapping.
IEEE Access
Wenzhi Liao, Frieke Van Coillie, Lianru Gao, Liwei Li, Bing Zhang, Jocelyn Chanussot
2018 J jnl
Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks.
CoRR
Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos
2018 Misc conf
Endmembers as Directional Data for Robust Material Variability Retrieval in Hyperspectral Image Unmixing.
ICASSP
Lucas Drumetz, Jocelyn Chanussot, Akira Iwasaki
2018 C conf
Evaluation of Hyperspectral Classification Maps in Heterogeneous Ecosystem.
IGARSS
Edurne Ibarrola-Ulzurrun, Javier Marcello, Consuelo Gonzalo-Martín, Jocelyn Chanussot
2018 J jnl
Exploration of Planetary Hyperspectral Images with Unsupervised Spectral Unmixing: A Case Study of Planet Mars.
Remote. Sens.
Jun Liu, Bin Luo, Sylvain Douté, Jocelyn Chanussot
2018 C conf
Extended Linear Mixing Model in an Ecosytem with High Spectral Variability.
IGARSS
Edurne Ibarrola-Ulzurrun, Lucas Drumetz, Jocelyn Chanussot, Consuelo Gonzalo-Martín, Javier Marcello
2018 C conf
Feature-Level Loss for Multispectral Pan-Sharpening with Machine Learning.
IGARSS
Xun Liu, Chenwei Deng, Baojun Zhao, Jocelyn Chanussot
2018 J jnl
Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Saurabh Prasad, Wenzi Liao, Mingyi He, Jocelyn Chanussot
2018 J jnl
Full Scale Regression-Based Injection Coefficients for Panchromatic Sharpening.
IEEE Trans. Image Process.
Gemine Vivone, Rocco Restaino, Jocelyn Chanussot
2018 C conf
GPU Parallel Implementation of Gas Plume Detection in Hyperspectral Video Sequences.
IGARSS
Huimin Yu, Zebin Wu, Jie Wei, Yang Xu, Jocelyn Chanussot, Andrea L. Bertozzi, Linlin Shi, Zhihui Wei
2018 — conf
Gas Plume Detection in Hyperspectral Video Sequence Using Tensor Nuclear Norm.
WHISPERS
Wenting Shang, Zebin Wu, Jie Wei, Yang Xu, Ling Qian, Zhihui Wei, Jocelyn Chanussot, Andrea L. Bertozzi
2018 J jnl
Joint Reconstruction and Anomaly Detection From Compressive Hyperspectral Images Using Mahalanobis Distance-Regularized Tensor RPCA.
IEEE Trans. Geosci. Remote. Sens.
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei
2018 J jnl
Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences.
IEEE Trans. Geosci. Remote. Sens.
Yang Xu, Zebin Wu, Jocelyn Chanussot, Mauro Dalla Mura, Andrea L. Bertozzi, Zhihui Wei
2018 J jnl
Mapping Urban Land Cover of a Large Area Using Multiple Sensors Multiple Features.
Remote. Sens.
Jike Chen, Peijun Du, Changshan Wu, Junshi Xia, Jocelyn Chanussot
2018 J jnl
Multiple Feature Kernel Sparse Representation Classifier for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Le Gan, Junshi Xia, Peijun Du, Jocelyn Chanussot
2018 J jnl
Noise Reduction in Hyperspectral Imagery: Overview and Application.
Remote. Sens.
Behnood Rasti, Paul Scheunders, Pedram Ghamisi, Giorgio Licciardi, Jocelyn Chanussot
2018 C conf
Spatial Resolution Enhancement of Optical Images Based on Tensor Decomposition.
IGARSS
Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot
2017 J jnl
4DCAF: A temporal approach for denoising hyperspectral image sequences.
Pattern Recognit.
Blanca Maria Priego Torres, Richard J. Duro, Jocelyn Chanussot
2017 Misc conf
A comparison between real and complex Schott spherical symmetry test for PolSAR data analysis.
ICASSP
Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot
2017 B conf
A graph-based approach for feature extraction and segmentation of multimodal images.
ICIP
Geoffrey Iyer, Jocelyn Chanussot, Andrea L. Bertozzi
2017 B conf
A variational pansharpening approach based on reproducible kernel Hilbert space and heaviside function.
ICIP
Liang-Jian Deng, Gemine Vivone, Weihong Guo, Mauro Dalla Mura, Jocelyn Chanussot
2017 J jnl
Band Assignment Approaches for Hyperspectral Sharpening.
IEEE Geosci. Remote. Sens. Lett.
Daniele Picone, Rocco Restaino, Gemine Vivone, Paolo Addesso, Mauro Dalla Mura, Jocelyn Chanussot
2017 — conf
Cellular Automata-Based Image Sequence Denoising Algorithm for Signal Dependent Noise.
IWINAC (2)
Blanca Maria Priego Torres, Richard J. Duro, Jocelyn Chanussot
2017 C conf
Collaborative total variation for hyperspectral pansharpening.
IGARSS
Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, Gemine Vivone, Daniele Picone, Jocelyn Chanussot
2017 J jnl
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation.
CoRR
Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia, Jocelyn Chanussot, Yongsheng Gao
2017 J jnl
Context-Adaptive Pansharpening Based on Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Rocco Restaino, Mauro Dalla Mura, Gemine Vivone, Jocelyn Chanussot
2017 — conf
Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity.
LVA/ICA
Lucas Drumetz, Guillaume Tochon, Jocelyn Chanussot, Christian Jutten
2017 J jnl
Evaluation of the New Information in the H/α Feature Space Provided by ICA in PolSAR Data Analysis.
IEEE Trans. Geosci. Remote. Sens.
Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot
2017 J jnl
Guest Editorial Computational Imaging for Earth Sciences.
IEEE Trans. Computational Imaging
Shuchin Aeron, Eric L. Miller, Melba M. Crawford, Alison Malcom, Andreas Reigber, Jocelyn Chanussot
2017 J jnl
Hyperspectral Image Classification With Rotation Random Forest Via KPCA.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Peijun Du, Jocelyn Chanussot
2017 B conf
Hyperspectral image inpainting based on collaborative total variation.
ICIP
Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, Gemine Vivone, Daniele Picone, Jocelyn Chanussot
2017 Misc conf
Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression.
ICASSP
Lucas Drumetz, Guillaume Tochon, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten
2017 C conf
Information extraction by blind source separation from polarimetric SAR data.
IGARSS
Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot
2017 J jnl
Information extraction from remote sensing imagery.
Geo spatial Inf. Sci.
Xin Huang, Jiayi Li, Wenzhi Liao, Jocelyn Chanussot
2017 — conf
Keynote 2: Opportunities and challenges in hyperspectral remote sensing.
ICSIPA
Jocelyn Chanussot
2017 B conf
Learning a low-coherence dictionary to address spectral variability for hyperspectral unmixing.
ICIP
Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu
2017 J jnl
Multimorphological Superpixel Model for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tianzhu Liu, Yanfeng Gu, Jocelyn Chanussot, Mauro Dalla Mura
2017 J jnl
Multiple Kernel Learning for Hyperspectral Image Classification: A Review.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Jocelyn Chanussot, Xiuping Jia, Jón Atli Benediktsson
2017 J jnl
Object Tracking by Hierarchical Decomposition of Hyperspectral Video Sequences: Application to Chemical Gas Plume Tracking.
IEEE Trans. Geosci. Remote. Sens.
Guillaume Tochon, Jocelyn Chanussot, Mauro Dalla Mura, Andrea L. Bertozzi
2017 J jnl
Relationships Between Nonlinear and Space-Variant Linear Models in Hyperspectral Image Unmixing.
IEEE Signal Process. Lett.
Lucas Drumetz, Bahram Ehsandoust, Jocelyn Chanussot, Bertrand Rivet, Massoud Babaie-Zadeh, Christian Jutten
2017 B conf
Robust linear unmixing with enhanced sparsity.
ICIP
Alexandre Tiard, Laurent Condat, Lucas Drumetz, Jocelyn Chanussot, Wotao Yin, Xiaoxiang Zhu
2017 B conf
Spatio-temporal cellular automata-based filtering for image sequence denoising.
IJCNN
Blanca Maria Priego Torres, Abraham Prieto, Richard J. Duro, Jocelyn Chanussot
2017 J jnl
Using Multiple Subpixel Shifted Images With Spatial-Spectral Information in Soft-Then-Hard Subpixel Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Peng Wang, Liguo Wang, Mauro Dalla Mura, Jocelyn Chanussot
2017 C conf
Using time series to improve endmembers estimation on multispectral images for snow monitoring.
IGARSS
Théo Masson, Mauro Dalla Mura, Marie Dumont, Jocelyn Chanussot
2016 J jnl
A Framework for Fast Image Deconvolution With Incomplete Observations.
IEEE Trans. Image Process.
Miguel Simões, Luís B. Almeida, José M. Bioucas-Dias, Jocelyn Chanussot
2016 J jnl
A General Framework for Fast Image Deconvolution with Incomplete Observations. Applications to Unknown Boundaries, Inpainting, Superresolution, and Demosaicing.
CoRR
Miguel Simões, Luís B. Almeida, José M. Bioucas-Dias, Jocelyn Chanussot
2016 J jnl
Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability.
IEEE Trans. Image Process.
Lucas Drumetz, Miguel Angel Veganzones, Simon Henrot, Ronald Phlypo, Jocelyn Chanussot, Christian Jutten
2016 — conf
Canonical polyadic decomposition of hyperspectral patch tensors.
EUSIPCO
Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Konstantin Usevich, Lucas Drumetz, Jocelyn Chanussot, Pierre Comon
2016 J jnl
Class-Separation-Based Rotation Forest for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Jocelyn Chanussot, Peijun Du
2016 J jnl
Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tianzhu Liu, Yanfeng Gu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot
2016 J jnl
Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Rui Bao, Junshi Xia, Mauro Dalla Mura, Peijun Du, Jocelyn Chanussot, Jinchang Ren
2016 J jnl
Combining Rotation Forest and Multiscale Segmentation for the Classification of Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot
2016 J jnl
Correction to "Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images".
IEEE Trans. Image Process.
Simon Henrot, Jocelyn Chanussot, Christian Jutten
2016 J jnl
Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images.
IEEE Trans. Image Process.
Simon Henrot, Jocelyn Chanussot, Christian Jutten
2016 J jnl
Evaluation of ICA-Based ICTD for PolSAR Data Analysis Using a Sliding Window Approach: Convergence Rate, Gaussian Sources, and Spatial Correlation.
IEEE Trans. Geosci. Remote. Sens.
Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot, Nikola Besic
2016 J jnl
Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Uta Heiden, Akira Iwasaki, Andreas Müller, Martin Schlerf, Thomas Udelhoven, Kuniaki Uto, Naoto Yokoya, Jocelyn Chanussot
2016 — conf
From local to global unmixing of hyperspectral images to reveal spectral variability.
WHISPERS
Guillaume Tochon, Lucas Drumetz, Miguel Angel Veganzones, Mauro Dalla Mura, Jocelyn Chanussot
2016 J jnl
Fusion of Multispectral and Panchromatic Images Based on Morphological Operators.
IEEE Trans. Image Process.
Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Jocelyn Chanussot
2016 J jnl
Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenzhi Liao, Mauro Dalla Mura, Jocelyn Chanussot, Aleksandra Pizurica
2016 B conf
GAS plume detection in hyperspectral video sequence using low rank representation.
ICIP
Yang Xu, Zebin Wu, Zhihui Wei, Mauro Dalla Mura, Jocelyn Chanussot, Andrea L. Bertozzi
2016 J jnl
Hyperspectral Local Intrinsic Dimensionality.
IEEE Trans. Geosci. Remote. Sens.
Lucas Drumetz, Miguel Angel Veganzones, Ruben Marrero Gomez, Guillaume Tochon, Mauro Dalla Mura, Giorgio A. Licciardi, Christian Jutten, Jocelyn Chanussot
2016 J jnl
Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data.
IEEE Trans. Image Process.
Miguel Angel Veganzones, Miguel Simões, Giorgio Licciardi, Naoto Yokoya, José M. Bioucas-Dias, Jocelyn Chanussot
2016 — conf
Hyperspectral pansharpening using convex optimization and collaborative total variation regularization.
WHISPERS
Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, Gemine Vivone, Daniele Picone, Jocelyn Chanussot
2016 B conf
Hyperspectral unmixing with material variability using social sparsity.
ICIP
Travis R. Meyer, Lucas Drumetz, Jocelyn Chanussot, Andrea L. Bertozzi, Christian Jutten
2016 J jnl
Kernel Supervised Ensemble Classifier for the Classification of Hyperspectral Data Using Few Labeled Samples.
Remote. Sens.
Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot, Zhaohui Xue, Xiangjian Xie
2016 B conf
Learning to semantically segment high-resolution remote sensing images.
ICPR
Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos
2016 C conf
LiDAR information extraction by attribute filters with partial reconstruction.
IGARSS
Wenzhi Liao, Mauro Dalla Mura, Xin Huang, Jocelyn Chanussot, Sidharta Gautama, Paul Scheunders, Wilfried Philips
2016 J jnl
Morphological Attribute Profiles With Partial Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
Wenzhi Liao, Mauro Dalla Mura, Jocelyn Chanussot, Rik Bellens, Wilfried Philips
2016 J jnl
Multi-resolution analysis techniques and nonlinear PCA for hybrid pansharpening applications.
Multidimens. Syst. Signal Process.
Giorgio Licciardi, Gemine Vivone, Mauro Dalla Mura, Rocco Restaino, Jocelyn Chanussot
2016 — conf
Multispectral and hyperspectral data fusion based on SAM minimization band assignment approach.
WHISPERS
Daniele Picone, Rocco Restaino, Gemine Vivone, Paolo Addesso, Mauro Dalla Mura, Jocelyn Chanussot
2016 J jnl
Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Tianzhu Liu, Xiuping Jia, Jón Atli Benediktsson, Jocelyn Chanussot
2016 — conf
Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface.
WHISPERS
Miguel Angel Veganzones, Sylvain Douté, Jeremy E. Cohen, R. Cabrai Farias, Jocelyn Chanussot, Pierre Comon
2016 J jnl
Nonnegative Tensor CP Decomposition of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens.
Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, Pierre Comon
2016 C conf
Pansharpening of hyperspectral images: Exploiting data acquired by multiple platforms.
IGARSS
Daniele Picone, Rocco Restaino, Gemine Vivone, Paolo Addesso, Jocelyn Chanussot
2016 J jnl
Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples.
IEEE Trans. Geosci. Remote. Sens.
Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He
2016 — conf
Snow cover estimation based on spectral unmixing.
WHISPERS
Théo Masson, Mauro Dalla Mura, Marie Dumont, Pascal Sirguey, Miguel Angel Veganzones, Jocelyn Chanussot, Jean-Pierre Dedieu
2016 J jnl
Soft-Then-Hard Subpixel Land Cover Mapping Based on Spatial-Spectral Interpolation.
IEEE Geosci. Remote. Sens. Lett.
Peng Wang, Liguo Wang, Jocelyn Chanussot
2016 J jnl
Spatio-Temporal Multiscale Denoising of Fluoroscopic Sequence.
IEEE Trans. Medical Imaging
Carole Amiot, Catherine Girard, Jocelyn Chanussot, Jérémie Pescatore, Michel Desvignes
2016 J jnl
Special issue on advances in pattern recognition in remote sensing.
Pattern Recognit. Lett.
Qian Du, Eckart Michaelsen, Bing Zhang, Jocelyn Chanussot
2016 J jnl
Spherical Symmetry of Complex Stochastic Models in Multivariate High-Resolution PolSAR Images.
IEEE Trans. Geosci. Remote. Sens.
Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Andrei Anghel, Jocelyn Chanussot
2016 — conf
Unmixing-based gas plume tracking in LWIR hyperspectral video sequences.
WHISPERS
Guillaume Tochon, Delphine Pauwels, Mauro Dalla Mura, Jocelyn Chanussot
2016 — conf
Variability of the endmembers in spectral unmixing: Recent advances.
WHISPERS
Lucas Drumetz, Jocelyn Chanussot, Christian Jutten
2015 J jnl
A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization.
IEEE Trans. Geosci. Remote. Sens.
Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot
2015 J jnl
A Critical Comparison Among Pansharpening Algorithms.
IEEE Trans. Geosci. Remote. Sens.
Gemine Vivone, Luciano Alparone, Jocelyn Chanussot, Mauro Dalla Mura, Andrea Garzelli, Giorgio Licciardi, Rocco Restaino, Lucien Wald
2015 J jnl
A Novel Negative Abundance-Oriented Hyperspectral Unmixing Algorithm.
IEEE Trans. Geosci. Remote. Sens.
Ruben Marrero, Sebastián López, Gustavo M. Callicó, Miguel Angel Veganzones, Antonio J. Plaza, Jocelyn Chanussot, Roberto Sarmiento
2015 C conf
A Pansharpening Algorithm Based on Morphological Filters.
ISMM
Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Jocelyn Chanussot
2015 J jnl
A Pansharpening Method Based on the Sparse Representation of Injected Details.
IEEE Geosci. Remote. Sens. Lett.
Maria Rosaria Vicinanza, Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Jocelyn Chanussot
2015 J jnl
A Physics-Based Unmixing Method to Estimate Subpixel Temperatures on Mixed Pixels.
IEEE Trans. Geosci. Remote. Sens.
Manuel Cubero-Castan, Jocelyn Chanussot, Véronique Achard, Xavier Briottet, Michal Shimoni
2015 — conf
An analysis of collaborative representation schemes for the classification of hyperspectral images.
EUSIPCO
Mauro Dalla Mura, José M. Bioucas-Dias, Jocelyn Chanussot
2015 C conf
Binary Partition Trees-Based Spectral-Spatial Permutation Ordering.
ISMM
Miguel Angel Veganzones, Mauro Dalla Mura, Guillaume Tochon, Jocelyn Chanussot
2015 — conf
Blind hyperspectral unmixing using an extended linear mixing model to address spectral variability.
WHISPERS
Lucas Drumetz, Simon Henrot, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten
2015 J jnl
Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing.
Proc. IEEE
Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot, Jón Atli Benediktsson
2015 — conf
Combining rotation forest and multi-scale segmentation for the classification of hyperspectral data.
WHISPERS
Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot
2015 C conf
Converted measurements random matrix approach to extended target tracking using X-band marine radar data.
FUSION
Gemine Vivone, Paolo Braca, Karl Granström, Antonio Natale, Jocelyn Chanussot
2015 J jnl
Curvelet Based Contrast Enhancement in Fluoroscopic Sequences.
IEEE Trans. Medical Imaging
Carole Amiot, Catherine Girard, Jocelyn Chanussot, Jérémie Pescatore, Michel Desvignes
2015 J jnl
Dynamical spectral unmixing of multitemporal hyperspectral images.
CoRR
Simon Henrot, Jocelyn Chanussot, Christian Jutten
2015 C conf
Evaluation of ICA based ICTD for PolSAR data analysis in tropical forest scenario.
IGARSS
Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot, Nikola Besic
2015 B conf
Fluorosocopic sequence denoising using a motion compensated multi-scale temporal filtering.
ICIP
Carole Amiot, Catherine Girard, Jérémie Pescatore, Jocelyn Chanussot, Michel Desvignes
2015 J jnl
Foreword to the Special Issue on Hyperspectral Image and Signal Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Devis Tuia, Sebastián López, Michael E. Schaepman, Jocelyn Chanussot
2015 C conf
Global and local Gram-Schmidt methods for hyperspectral pansharpening.
IGARSS
Mauro Dalla Mura, Gemine Vivone, Rocco Restaino, Paolo Addesso, Jocelyn Chanussot
2015 — conf
Hyperspectral pansharpening based on unmixing techniques.
WHISPERS
Laëtitia Loncan, Jocelyn Chanussot, Sophie Fabre, Xavier Briottet
2015 J jnl
Hyperspectral pansharpening: a review.
CoRR
Laëtitia Loncan, Luís B. Almeida, José M. Bioucas-Dias, Xavier Briottet, Jocelyn Chanussot, Nicolas Dobigeon, Sophie Fabre, Wenzhi Liao, Giorgio A. Licciardi, Miguel Simões, Jean-Yves Tourneret, Miguel Angel Veganzones, Gemine Vivone, Qi Wei, Naoto Yokoya
2015 — conf
Impact of hybrid pansharpening approaches applied to hyperspectral images.
WHISPERS
Giorgio Licciardi, Miguel Angel Veganzones, Gemine Vivone, Laëtitia Loncan, Jocelyn Chanussot
2015 J jnl
Improving Random Forest With Ensemble of Features and Semisupervised Feature Extraction.
IEEE Geosci. Remote. Sens. Lett.
Junshi Xia, Wenzhi Liao, Jocelyn Chanussot, Peijun Du, Guanghan Song, Wilfried Philips
2015 J jnl
Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis.
IEEE J. Sel. Top. Signal Process.
Saurabh Prasad, Jocelyn Chanussot, James E. Fowler, José M. Bioucas-Dias, Charles D. Creuserre
2015 C ed.
Mathematical Morphology and Its Applications to Signal and Image Processing - 12th International Symposium, ISMM 2015, Reykjavik, Iceland, May 27-29, 2015. Proceedings
ISMM
Jón Atli Benediktsson, Jocelyn Chanussot, Laurent Najman, Hugues Talbot
2015 C conf
Multi-band semiblind deconvolution for pansharpening applications.
IGARSS
Gemine Vivone, Rocco Restaino, Mauro Dalla Mura, Jocelyn Chanussot
2015 — conf
Multilinear spectral unmixing of hyperspectral multiangle images.
EUSIPCO
Miguel Angel Veganzones, Jeremy E. Cohen, R. Cabrai Farias, Ruben Marrero, Jocelyn Chanussot, Pierre Comon
2015 J jnl
Multisource Data Fusion and Fisher Criterion-Based Nearest Feature Space Approach to Landslide Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yang-Lang Chang, Yi-Chun Wang, Yi-Shiang Fu, Chin-Chuan Han, Jocelyn Chanussot, Bormin Huang
2015 J jnl
Nonlinear PCA for Visible and Thermal Hyperspectral Images Quality Enhancement.
IEEE Geosci. Remote. Sens. Lett.
Giorgio A. Licciardi, Jocelyn Chanussot
2015 J jnl
Object recognition in hyperspectral images using Binary Partition Tree representation.
Pattern Recognit. Lett.
Silvia Valero, Philippe Salembier, Jocelyn Chanussot
2015 J jnl
Pansharpening Based on Semiblind Deconvolution.
IEEE Trans. Geosci. Remote. Sens.
Gemine Vivone, Miguel Simões, Mauro Dalla Mura, Rocco Restaino, José M. Bioucas-Dias, Giorgio Licciardi, Jocelyn Chanussot
2015 J jnl
Polarimetric Incoherent Target Decomposition by Means of Independent Component Analysis.
IEEE Trans. Geosci. Remote. Sens.
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic
2015 J jnl
Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens.
Junshi Xia, Mauro Dalla Mura, Jocelyn Chanussot, Peijun Du, Xiyan He
2015 C conf
Saliency based visualization of hyper-spectral images.
IGARSS
Haris Ahmad Khan, Muhammad Murtaza Khan, Khurram Khurshid, Jocelyn Chanussot
2015 C conf
Segmentation of Multimodal Images Based on Hierarchies of Partitions.
ISMM
Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot
2015 J jnl
Semiautomatic classification of cementitious materials using scanning electron microscope images.
J. Electronic Imaging
Lucas Drumetz, Mauro Dalla Mura, Samuel Meulenyzer, Sébastien Lombard, Jocelyn Chanussot
2015 J jnl
Spatiotemporal Pattern Recognition and Nonlinear PCA for Global Horizontal Irradiance Forecasting.
IEEE Geosci. Remote. Sens. Lett.
Giorgio Licciardi, R. Dambreville, Jocelyn Chanussot, Stéphanie Dubost
2015 J jnl
Spectral-Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields.
IEEE Trans. Geosci. Remote. Sens.
Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He
2015 J jnl
Stochastic Approach in Wet Snow Detection Using Multitemporal SAR Data.
IEEE Geosci. Remote. Sens. Lett.
Nikola Besic, Gabriel Vasile, Jean-Pierre Dedieu, Jocelyn Chanussot, Srdjan Stankovic
2014 J jnl
(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He
2014 J jnl
A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors.
IEEE Trans. Image Process.
Xiyan He, Laurent Condat, José M. Bioucas-Dias, Jocelyn Chanussot, Junshi Xia
2014 J jnl
A convex formulation for hyperspectral image superresolution via subspace-based regularization.
CoRR
Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot
2014 C conf
A critical comparison of pansharpening algorithms.
IGARSS
Gemine Vivone, Luciano Alparone, Jocelyn Chanussot, Mauro Dalla Mura, Andrea Garzelli, Giorgio Licciardi, Rocco Restaino, Lucien Wald
2014 C conf
A method for improving the consistency property of pansharpening algorithms.
IGARSS
Maria Rosaria Vicinanza, Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Giorgio Licciardi, Jocelyn Chanussot
2014 — conf
A new extended linear mixing model to address spectral variability.
WHISPERS
Miguel Angel Veganzones, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, José M. Bioucas-Dias, Jocelyn Chanussot
2014 Misc conf
A new nonparametric method for testing stationarity based on trend analysis in the time marginal distribution.
ICASSP
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat
2014 J jnl
A novel approach to polarimetric SAR data processing based on Nonlinear PCA.
Pattern Recognit.
Giorgio Licciardi, Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot
2014 B conf
A physics-based unmixing method for thermal hyperspectral images.
ICIP
Manuel Cubero-Castan, Jocelyn Chanussot, Véronique Achard, Xavier Briottet, Michal Shimoni
2014 Misc conf
An unmixing-based method for the analysis of thermal hyperspectral images.
ICASSP
Manuel Cubero-Castan, Jocelyn Chanussot, Xavier Briottet, Michal Shimoni, Véronique Achard
2014 C conf
Analysis of supplementary information emerging from the ICA based ICTD.
IGARSS
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Alexandre Girard, Guy D'Urso
2014 J jnl
Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification.
Pattern Recognit. Lett.
Eysteinn Már Sigurðsson, Silvia Valero, Jón Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, Einar Stefánsson
2014 — conf
Binary partition tree-based local spectral unmixing.
WHISPERS
Lucas Drumetz, Miguel Angel Veganzones, Ruben Marrero, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, Jocelyn Chanussot
2014 B conf
Binary partition trees-based robust adaptive hyperspectral RX anomaly detection.
ICIP
Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
2014 — conf
Challenges and opportunities of multimodality and Data Fusion in Remote Sensing.
EUSIPCO
Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot
2014 B conf
Context-adaptive Pansharpening based on binary partition tree segmentation.
ICIP
Mauro Dalla Mura, Gemine Vivone, Rocco Restaino, Jocelyn Chanussot
2014 J jnl
Contrast and Error-Based Fusion Schemes for Multispectral Image Pansharpening.
IEEE Geosci. Remote. Sens. Lett.
Gemine Vivone, Rocco Restaino, Mauro Dalla Mura, Giorgio Licciardi, Jocelyn Chanussot
2014 B conf
Enhancing hyperspectral image quality using nonlinear PCA.
ICIP
Giorgio A. Licciardi, Jocelyn Chanussot, Gabriel Vasile, Alessandro Piscini
2014 J jnl
Foreword to the Special Issue on Hyperspectral Image and Signal Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alina Zare, Jeremy Bolton, Jocelyn Chanussot, Paul D. Gader
2014 — conf
Gas plume detection and tracking in hyperspectral video sequences using Binary Partition Trees.
WHISPERS
Guillaume Tochon, Jocelyn Chanussot, Jérôme Gilles, Mauro Dalla Mura, Jen-Mei Chang, Andrea L. Bertozzi
2014 J jnl
Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation.
IEEE Trans. Image Process.
Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot
2014 J jnl
Hyperspectral Remote Sensing Image Classification Based on Rotation Forest.
IEEE Geosci. Remote. Sens. Lett.
Junshi Xia, Peijun Du, Xiyan He, Jocelyn Chanussot
2014 B conf
Hyperspectral image superresolution: An edge-preserving convex formulation.
ICIP
Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot
2014 J jnl
Hyperspectral image superresolution: An edge-preserving convex formulation.
CoRR
Miguel Simões, José M. Bioucas-Dias, Luís B. Almeida, Jocelyn Chanussot
2014 B conf
Hyperspectral super-resolution of locally low rank images from complementary multisource data.
ICIP
Miguel Angel Veganzones, Miguel Simões, Giorgio A. Licciardi, José M. Bioucas-Dias, Jocelyn Chanussot
2014 B conf
Image denoising using contextual modeling of curvelet coefficients.
ICIP
Razmig Kéchichian, Carole Amiot, Catherine Girard, Jérémie Pescatore, Jocelyn Chanussot, Michel Desvignes
2014 C conf
Improved subpixel monitoring of seasonal snow cover: A case study in the Alps.
IGARSS
Miguel Angel Veganzones, Mauro Dalla Mura, Marie Dumont, Isabella Zin, Jocelyn Chanussot
2014 C conf
MultiResolution Analysis and Component Substitution techniques for hyperspectral Pansharpening.
IGARSS
Gemine Vivone, Rocco Restaino, Giorgio Licciardi, Mauro Dalla Mura, Jocelyn Chanussot
2014 J jnl
Nonlinear Unmixing of Hyperspectral Data Using Semi-Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens.
Naoto Yokoya, Jocelyn Chanussot, Akira Iwasaki
2014 Misc conf
On selecting relevant intrinsic mode functions in empirical mode decomposition: An energy-based approach.
ICASSP
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre
2014 J jnl
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens.
Benqin Song, Jun Li, Mauro Dalla Mura, Peijun Li, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson, Jocelyn Chanussot
2014 C conf
Robust anomaly detection in Hyperspectral Imaging.
IGARSS
Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
2014 — ch.
Rotation-Based Ensemble Classifiers for High-Dimensional Data.
Fusion in Computer Vision
Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He
2014 B conf
Selective and robust d-dimensional path operators.
ICIP
François Cokelaer, Mauro Dalla Mura, Hugues Talbot, Jocelyn Chanussot
2014 B conf
Spectral compression of hyperspectral images by means of nonlinear principal component analysis decorrelation.
ICIP
Giorgio A. Licciardi, Jocelyn Chanussot, Alessandro Piscini
2014 — conf
Super-resolution of hyperspectral images using local spectral unmixing.
WHISPERS
Giorgio Licciardi, Miguel Angel Veganzones, Miguel Simões, José M. Bioucas-Dias, Jocelyn Chanussot
2013 C conf
A comparison study between windowing and binary partition trees for hyperspectral image information mining.
IGARSS
Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot
2013 J jnl
Advances in Spectral-Spatial Classification of Hyperspectral Images.
Proc. IEEE
Mathieu Fauvel, Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton
2013 J jnl
Advances in Very-High-Resolution Remote Sensing [Scanning the Issue].
Proc. IEEE
Jón Atli Benediktsson, Jocelyn Chanussot, Wooil M. Moon
2013 C conf
CFAR hierarchical clustering of polarimetric SAR data.
IGARSS
Pierre Formont, Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
2013 B conf
Contextual filtering in curvelet domain for fluoroscopic sequences.
Image Processing
Carole Amiot, Jérémie Pescatore, Jocelyn Chanussot, Michel Desvignes
2013 J jnl
Crop Yield Estimation Based on Unsupervised Linear Unmixing of Multidate Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Bin Luo, Chenghai Yang, Jocelyn Chanussot, Liangpei Zhang
2013 J jnl
Decision-Based Fusion for Pansharpening of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Bin Luo, Muhammad Murtaza Khan, Thibaut Bienvenu, Jocelyn Chanussot, Liangpei Zhang
2013 J jnl
Detection of Anomalies Produced by Buried Archaeological Structures Using Nonlinear Principal Component Analysis Applied to Airborne Hyperspectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rosa Maria Cavalli, Giorgio A. Licciardi, Jocelyn Chanussot
2013 J jnl
Detection of Hedges in a Rural Landscape Using a Local Orientation Feature: From Linear Opening to Path Opening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mathieu Fauvel, Benoit Arbelot, Jón Atli Benediktsson, David Sheeren, Jocelyn Chanussot
2013 J jnl
Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Bin Luo, Jocelyn Chanussot, Sylvain Douté, Liangpei Zhang
2013 J jnl
Hyperspectral Image Representation and Processing With Binary Partition Trees.
IEEE Trans. Image Process.
Silvia Valero, Philippe Salembier, Jocelyn Chanussot
2013 B conf
Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation.
ICIP
Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot
2013 C conf
Identification of agricultural crops in early stages using remote sensing images.
IGARSS
Silvia Valero, Pietro Ceccato, Walter E. Baethgen, Jocelyn Chanussot
2013 C conf
Independent Component Analysis within polarimetric incoherent target decomposition.
IGARSS
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Didier Boldo, Guy D'Urso
2013 C conf
Nonlinear PCA based polarimetric decomposition.
IGARSS
Ruggero Giuseppe Avezzano, Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot
2013 C conf
Object recognition in urban hyperspectral images using Binary Partition Tree representation.
IGARSS
Silvia Valero, Philippe Salembier, Jocelyn Chanussot
2013 — conf
On the use of the Hotelling's T
WHISPERS
Miguel Angel Veganzones, Joana Frontera-Pons, Jocelyn Chanussot, Jean Philippe Ovarlez
2013 J jnl
Parsimonious Mahalanobis kernel for the classification of high dimensional data.
Pattern Recognit.
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Alberto Villa
2013 C conf
Performance analysis of robust detectors for hyperspectral imaging.
IGARSS
Joana Frontera-Pons, Jean Philippe Ovarlez, Frédéric Pascal, Jocelyn Chanussot
2013 J jnl
Processing Multidimensional SAR and Hyperspectral Images With Binary Partition Tree.
Proc. IEEE
Alberto Alonso-González, Silvia Valero, Jocelyn Chanussot, Carlos López-Martínez, Philippe Salembier
2013 B conf
Spatio-temporal cellular automata-based filtering for image sequence denoising: Application to fluoroscopic sequences.
ICIP
Blanca Maria Priego Torres, Miguel Angel Veganzones, Jocelyn Chanussot, Carole Amiot, Abraham Prieto, Richard J. Duro
2013 C conf
Sphericity of complex stochastic models in multivariate SAR images.
IGARSS
Gabriel Vasile, Nikola Besic, Andrei Anghel, Cornel Ioana, Jocelyn Chanussot
2013 — conf
The comparability of aggregated emissivity and temperature of heterogeneous pixel to conventional tes methods.
WHISPERS
Manuel Cubero-Castan, Xavier Briottet, Véronique Achard, Michal Shimoni, Jocelyn Chanussot
2013 J jnl
Unsupervised methods for the classification of hyperspectral images with low spatial resolution.
Pattern Recognit.
Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten, R. Dambreville
2013 J jnl
Using High-Resolution Airborne and Satellite Imagery to Assess Crop Growth and Yield Variability for Precision Agriculture.
Proc. IEEE
Chenghai Yang, James H. Everitt, Qian Du, Bin Luo, Jocelyn Chanussot
2013 — conf
Validation of spectral unmixing methods using photometry and topography information.
WHISPERS
Ruben Marrero, Sylvain Douté, Antonio Plaza, Jocelyn Chanussot
2013 C conf
Wet snow backscattering sensitivity on density change for SWE estimation.
IGARSS
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Didier Boldo, Guy D'Urso
2012 J jnl
A Marker-Based Approach for the Automated Selection of a Single Segmentation From a Hierarchical Set of Image Segmentations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuliya Tarabalka, James C. Tilton, Jón Atli Benediktsson, Jocelyn Chanussot
2012 C conf
A class of robust estimates for detection in hyperspectral images using elliptical distributions background.
IGARSS
Joana Frontera-Pons, Mélanie Mahot, Jean Philippe Ovarlez, Frédéric Pascal, Sze Kim Pang, Jocelyn Chanussot
2012 Misc conf
A modified time-frequency method for testing wide-sense stationarity.
ICASSP
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat
2012 — conf
A sparsity promoting bilinear unmixing model.
WHISPERS
Paul D. Gader, Dmitri Dranishnikov, Alina Zare, Jocelyn Chanussot
2012 J jnl
A spatial-spectral kernel-based approach for the classification of remote-sensing images.
Pattern Recognit.
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2012 C conf
A support vector regression approach for building seismic vulnerability assessment and evaluation from remote sensing and in-situ data.
IGARSS
Panagiota Matsuka, Jocelyn Chanussot, Erwan Pathier, Philippe Guéguen
2012 J jnl
Automatic Detection of Rivers in High-Resolution SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sascha Klemenjak, Björn Waske, Silvia Valero, Jocelyn Chanussot
2012 C conf
Binary partition tree as a hyperspectral segmentation tool for tropical rainforests.
IGARSS
Guillaume Tochon, Jean-Baptiste Féret, Roberta E. Martin, Raul Tupayachi, Jocelyn Chanussot, Gregory P. Asner
2012 C conf
Dry snow backscattering sensitivity on density change for SWE estimation.
IGARSS
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Jean-Pierre Dedieu, Guy D'Urso, Didier Boldo, Jean Philippe Ovarlez
2012 J jnl
Efficient Robust d-Dimensional Path Operators.
IEEE J. Sel. Top. Signal Process.
François Cokelaer, Hugues Talbot, Jocelyn Chanussot
2012 C conf
Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images.
IGARSS
Bin Luo, Sylvain Douté, Xavier Ceamanos, Jocelyn Chanussot, Liangpei Zhang
2012 J jnl
Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction.
EURASIP J. Adv. Signal Process.
Giorgio Licciardi, Muhammad Murtaza Khan, Jocelyn Chanussot, Annick Montanvert, Laurent Condat, Christian Jutten
2012 B conf
Fusion of hyperspectral and panchromatic images: A hybrid use of indusion and nonlinear PCA.
ICIP
Giorgio Licciardi, Muhammad Murtaza Khan, Jocelyn Chanussot
2012 C conf
Generalized bilinear model based nonlinear unmixing using semi-nonnegative matrix factorization.
IGARSS
Naoto Yokoya, Jocelyn Chanussot, Akira Iwasaki
2012 C conf
Hedges detection using local directional features and support vector data description.
IGARSS
Mathieu Fauvel, David Sheeren, Jocelyn Chanussot, Jón Atli Benediktsson
2012 J jnl
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, Paul D. Gader, Jocelyn Chanussot
2012 — conf
Hyperspectral and multispectral data fusion based on nonlinear unmixing.
WHISPERS
Naoto Yokoya, Jocelyn Chanussot, Akira Iwasaki
2012 C conf
Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest.
IGARSS
Peijun Du, Junshi Xia, Jocelyn Chanussot, Xiyan He
2012 C conf
Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps.
IGARSS
Giorgio Licciardi, Alberto Villa, Muhammad Murtaza Khan, Jocelyn Chanussot
2012 J jnl
Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles.
IEEE Geosci. Remote. Sens. Lett.
Giorgio Licciardi, Prashanth Reddy Marpu, Jocelyn Chanussot, Jón Atli Benediktsson
2012 J jnl
Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009-2010 Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nathan Longbotham, Fabio Pacifici, Taylor C. Glenn, Alina Zare, Michele Volpi, Devis Tuia, Emmanuel Christophe, Julien Michel, Jordi Inglada, Jocelyn Chanussot, Qian Du
2012 C conf
Pansharpening using total variation regularization.
IGARSS
Xiyan He, Laurent Condat, Jocelyn Chanussot, Junshi Xia
2012 J jnl
Parsimonious Mahalanobis Kernel for the Classification of High Dimensional Data
CoRR
Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson
2012 — conf
Performance analysis of unsupervised unmixing models for thermal hyepsrpectral.
WHISPERS
Michal Shimoni, Xavier Briottet, Manuel Cubero-Castan, Christiaan Perneel, Véronique Achard, Jocelyn Chanussot
2012 — conf
Physic based aggregation model for the unmixing of temperature and optical properties in the infrared domain.
WHISPERS
Manuel Cubero-Castan, Xavier Briottet, Michal Shimoni, Véronique Achard, Jocelyn Chanussot
2012 — conf
Polarimetric sar target decomposition based on nonlinear decorrelation.
TyWRRS
Giorgio Licciardi, Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot
2012 C conf
Population density estimation using textons.
IGARSS
Yousra Javed, Muhammad Murtaza Khan, Jocelyn Chanussot
2012 J jnl
Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Giorgio A. Licciardi, Alberto Villa, Mauro Dalla Mura, Lorenzo Bruzzone, Jocelyn Chanussot, Jón Atli Benediktsson
2012 C conf
River network detection on simulated swot images based on curvilinear denoising and morphological detection.
IGARSS
Samuel Grosdidier, Silvia Valero, Jocelyn Chanussot, Roger Fjørtoft
2012 — conf
Robust detection using M-estimators for hyperspectral imaging.
WHISPERS
Joana Frontera-Pons, Mélanie Mahot, Jean Philippe Ovarlez, Frédéric Pascal, Jocelyn Chanussot
2012 — conf
Semi-supervised dimensionality reduction for hyperspectral remote sensing image classification.
WHISPERS
Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He
2012 J jnl
Spectral-Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach.
IEEE Trans. Image Process.
Kévin Bernard, Yuliya Tarabalka, Jesús Angulo, Jocelyn Chanussot, Jón Atli Benediktsson
2012 C conf
Stochastically based wet snow mapping with SAR DATA.
IGARSS
Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Jean Philippe Ovarlez, Guy D'Urso, Didier Boldo, Jean-Pierre Dedieu
2012 C conf
Unsupervised nonlinear spectral unmixing by means of NLPCA applied to hyperspectral imagery.
IGARSS
Giorgio Licciardi, Xavier Ceamanos, Sylvain Douté, Jocelyn Chanussot
2012 C conf
Unsupervised river detection in RapidEye data.
IGARSS
Sascha Klemenjak, Björn Waske, Silvia Valero, Jocelyn Chanussot
2012 J jnl
Very High-Resolution Remote Sensing: Challenges and Opportunities [Point of View].
Proc. IEEE
Jón Atli Benediktsson, Jocelyn Chanussot, Wooil M. Moon
2011 C conf
2011 GRSS Data Fusion Contest: Exploiting WorldView-2 multi-angular acquisitions.
IGARSS
Fabio Pacifici, Jocelyn Chanussot, Qian Du
2011 B conf
A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images.
ICIP
Kévin Bernard, Yuliya Tarabalka, Jesús Angulo, Jocelyn Chanussot, Jón Atli Benediktsson
2011 Misc conf
A time-distributed phase space histogram for detecting transient signals.
ICASSP
Florin-Marian Birleanu, Cornel Ioana, Alexandru Serbanescu, Jocelyn Chanussot
2011 J jnl
Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis.
IEEE Geosci. Remote. Sens. Lett.
Mauro Dalla Mura, Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone
2011 — conf
Extended morphological profiles using auto-associative neural networks for hyperspectral data classification.
WHISPERS
Giorgio Licciardi, Prashanth Reddy Marpu, Jón Atli Benediktsson, Jocelyn Chanussot
2011 C conf
Fusion of Hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction.
IGARSS
Giorgio Licciardi, Muhammad Murtaza Khan, Jocelyn Chanussot, Annick Montanvert, Laurent Condat, Christian Jutten
2011 C conf
Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees.
ISMM
Jón Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, Silvia Valero
2011 J jnl
Hyperspectral Image Classification With Independent Component Discriminant Analysis.
IEEE Trans. Geosci. Remote. Sens.
Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Christian Jutten
2011 B conf
Hyperspectral image segmentation using Binary Partition Trees.
ICIP
Silvia Valero, Philippe Salembier, Jocelyn Chanussot
2011 C conf
Improved Binary Partition Tree construction for hyperspectral images: Application to object detection.
IGARSS
Silvia Valero, Philippe Salembier, Jocelyn Chanussot, Carles M. Cuadras
2011 J jnl
Intercomparison and Validation of Techniques for Spectral Unmixing of Hyperspectral Images: A Planetary Case Study.
IEEE Trans. Geosci. Remote. Sens.
Xavier Ceamanos, Sylvain Douté, Bin Luo, Frédéric Schmidt, Gwenaël Jouannic, Jocelyn Chanussot
2011 J jnl
Introduction to the Issue on Advances in Remote Sensing Image Processing.
IEEE J. Sel. Top. Signal Process.
Gustavo Camps-Valls, Jón Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot
2011 C conf
Linear unmixing of multidate hyperspectral imagery for crop yield estimation.
IGARSS
Bin Luo, Chenghai Yang, Jocelyn Chanussot
2011 C conf
Mahalanobis kernel based on probabilistic principal component.
IGARSS
Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson
2011 Misc conf
Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery.
ICASSP
Yuliya Tarabalka, James C. Tilton, Jón Atli Benediktsson, Jocelyn Chanussot
2011 J jnl
Message from the Incoming Editor-in-Chief.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jocelyn Chanussot
2011 J jnl
Special Issue on Machine Learning for Signal Processing.
J. Signal Process. Syst.
Jocelyn Chanussot, Christian Jutten
2011 J jnl
Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution.
IEEE J. Sel. Top. Signal Process.
Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten
2011 J jnl
Supervised Hyperspectral Image Classification Based on Spectral Unmixing and Geometrical Features.
J. Signal Process. Syst.
Bin Luo, Jocelyn Chanussot
2011 J jnl
Support Vector Regression for the Estimation of Forest Stand Parameters Using Airborne Laser Scanning.
IEEE Geosci. Remote. Sens. Lett.
Jean-Matthieu Monnet, Jocelyn Chanussot, Frédéric Berger
2011 C conf
Unsupervised classification and spectral unmixing for sub-pixel labelling.
IGARSS
Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Christian Jutten
2011 C conf
Urban area product simulation for the EnMap hyperspectral sensor.
IGARSS
Paolo Gamba, Alberto Villa, Antonio Plaza, Jocelyn Chanussot, Jón Atli Benediktsson
2011 — conf
Validation of spectral unmixing algorithms applied on CRISM/MRO hyperspectral images.
WHISPERS
Sylvain Douté, Xavier Ceamanos, Bin Luo, Frédéric Schmidt, Gwenaël Jouannic, Jocelyn Chanussot
2010 — ed.
2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010, Reykjavik, Iceland, 14-16, June, 2010
WHISPERS
Jón Atli Benediktsson, Jocelyn Chanussot, Björn Waske
2010 C conf
A multiple classifier approach for spectral-spatial classification of hyperspectral data.
IGARSS
Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton
2010 J jnl
Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images.
Pattern Recognit. Lett.
Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson, Hugues Talbot, Björn Waske
2010 — conf
Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis.
WHISPERS
Mauro Dalla Mura, Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone
2010 B conf
Comparison of merging orders and pruning strategies for Binary Partition Tree in hyperspectral data.
ICIP
Silvia Valero, Philippe Salembier, Jocelyn Chanussot
2010 J jnl
Foreword to the Special Issue on Hyperspectral Image and Signal Processing.
IEEE Trans. Geosci. Remote. Sens.
Jocelyn Chanussot, Melba M. Crawford, Bor-Chen Kuo
2010 B conf
Geometrical features for the classification of very high resolution multispectral remote-sensing images.
ICIP
Bin Luo, Jocelyn Chanussot
2010 — conf
Independent Component Discriminant Analysis for hyperspectral image classification.
WHISPERS
Alberto Villa, Jón Atli Benediktsson, Jocelyn Chanussot, Christian Jutten
2010 C conf
Mahalanobis kernel for the classification of hyperspectral images.
IGARSS
Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson
2010 — conf
Martian aerosol abundance estimation based on unmixing of hyperspectral imagery.
WHISPERS
Bin Luo, Xavier Ceamanos, Sylvain Douté, Jocelyn Chanussot
2010 J jnl
Multiple Spectral-Spatial Classification Approach for Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens.
Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton
2010 C conf
New hyperspectral data representation using binary partition tree.
IGARSS
Silvia Valero, Philippe Salembier, Jocelyn Chanussot
2010 B conf
Pansharpening with a decision fusion based on the local size information.
ICIP
Bin Luo, Muhammad Murtaza Khan, Thibaut Bienvenu, Jocelyn Chanussot
2010 J jnl
SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Yuliya Tarabalka, Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2010 J jnl
Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers.
IEEE Trans. Syst. Man Cybern. Part B
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson
2010 J jnl
Segmentation and classification of hyperspectral images using watershed transformation.
Pattern Recognit.
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson
2010 C conf
Super-resolution: an efficient method to improve spatial resolution of hyperspectral images.
IGARSS
Alberto Villa, Jocelyn Chanussot, Jón Atli Benediktsson, Magnus O. Ulfarsson, Christian Jutten
2010 C conf
Support vector machines regression for estimation of forest parameters from airborne laser scanning data.
IGARSS
Jean-Matthieu Monnet, Frédéric Berger, Jocelyn Chanussot
2010 C conf
Unsupervised linear unmixing of hyperspectral image for crop yield estimation.
IGARSS
Bin Luo, Chenghai Yang, Jocelyn Chanussot
2009 — conf
Classification based Marker Selection for Watershed Transform of Hyperspectral Images.
IGARSS (3)
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson
2009 — conf
Classification of hyperspectral images using automatic marker selection and Minimum Spanning Forest.
WHISPERS
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson
2009 J jnl
Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest.
IEEE Trans. Geosci. Remote. Sens.
Giorgio Licciardi, Fabio Pacifici, Devis Tuia, Saurabh Prasad, Terrance West, Ferdinando Giacco, Christian Thiel, Jordi Inglada, Emmanuel Christophe, Jocelyn Chanussot, Paolo Gamba
2009 J jnl
Detection and Localization of Transient Sources: Comparative Study of Complex-Lag Distribution Concept Versus Wavelets and Spectrogram-Based Methods.
EURASIP J. Adv. Signal Process.
Bertrand Cecil Olivier Gottin, Cornel Ioana, Jocelyn Chanussot, Guy D'Urso, Thierry Espilit
2009 B conf
Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images.
ICIP
Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson, Hugues Talbot, Björn Waske
2009 — conf
Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data.
MCS
Xavier Ceamanos, Björn Waske, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson
2009 — conf
Hyperspectral pansharpening using QNR optimization constraint.
WHISPERS
Muhammad Murtaza Khan, Jocelyn Chanussot, Luciano Alparone
2009 J jnl
Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas.
EURASIP J. Adv. Signal Process.
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2009 — conf
Kernel Principal Component Analysis for the Construction of the Extended Morphological Profile.
IGARSS (2)
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2009 — conf
Morphological Image Distances for Hyperspectral Dimensionality Exploration using Kernel-PCA and ISOMAP.
IGARSS (3)
Santiago Velasco-Forero, Jesús Angulo, Jocelyn Chanussot
2009 — conf
Multiscale Stochastic Watershed for Unsupervised Hyperspectral Image Segmentation.
IGARSS (3)
Jesús Angulo, Santiago Velasco-Forero, Jocelyn Chanussot
2009 — conf
On the Use of ICA for Hyperspectral Image Analysis.
IGARSS (4)
Alberto Villa, Jocelyn Chanussot, Christian Jutten, Jón Atli Benediktsson, Saïd Moussaoui
2009 J jnl
Pansharpening Quality Assessment Using the Modulation Transfer Functions of Instruments.
IEEE Trans. Geosci. Remote. Sens.
Muhammad Murtaza Khan, Luciano Alparone, Jocelyn Chanussot
2009 B conf
Pansharpening of Hyperspectral images using spatial distortion optimization.
ICIP
Muhammad Murtaza Khan, Jocelyn Chanussot, Luciano Alparone
2009 Misc conf
Signal characterization using generalized "Time-phase derivatives" representation.
ICASSP
Bertrand Gottin, Irena Orovic, Cornel Ioana, Srdjan Stankovic, Jocelyn Chanussot
2009 J jnl
Spectral-Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques.
IEEE Trans. Geosci. Remote. Sens.
Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot
2009 J jnl
Support Vector Reduction in SVM Algorithm for Abrupt Change Detection in Remote Sensing.
IEEE Geosci. Remote. Sens. Lett.
Tarek Habib, Jordi Inglada, Grégoire Mercier, Jocelyn Chanussot
2009 B conf
Unsupervised classification of hyperspectral images by using linear unmixing algorithm.
ICIP
Bin Luo, Jocelyn Chanussot
2009 — conf
Unsupervised endmember extraction of martian hyperspectral images.
WHISPERS
Bin Luo, Jocelyn Chanussot, Sylvain Douté, Xavier Ceamanos
2009 B conf
Unsupervised endmember extraction: Application to hyperspectral images from Mars.
ICIP
Bin Luo, Jocelyn Chanussot, Sylvain Douté
2008 B conf
Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel.
ICIP
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2008 — conf
Assessment of Feature Selection Techniques for Support Vector Machine Classification of Satellite Imagery.
IGARSS (4)
Tarek Habib, Jordi Inglada, Grégoire Mercier, Jocelyn Chanussot
2008 — conf
Classification of basic roof types based on VHR optical data and digital elevation model.
IGARSS (4)
Silvia Valero, Jocelyn Chanussot, Philippe Guéguen
2008 — conf
Ensemble Methods for Classification of Hyperspectral Data.
IGARSS (1)
Jón Atli Benediktsson, Xavier Ceamanos, Björn Waske, Jocelyn Chanussot, Johannes R. Sveinsson, Mathieu Fauvel
2008 J jnl
Foreword to the Special Issue on Data Fusion.
IEEE Trans. Geosci. Remote. Sens.
Paolo Gamba, Jocelyn Chanussot
2008 J jnl
Fusion of Local Statistical Parameters for Buried Underwater Mine Detection in Sonar Imaging.
EURASIP J. Adv. Signal Process.
Frédéric Maussang, Michèle Rombaut, Jocelyn Chanussot, Alain Hétet, Maud Amate
2008 — conf
Gradient Optimization for multiple kernel's parameters in support vector machines classification.
IGARSS (4)
Alberto Villa, Mathieu Fauvel, Jocelyn Chanussot, Paolo Gamba, Jón Atli Benediktsson
2008 J jnl
High-Resolution SAR Interferometry: Estimation of Local Frequencies in the Context of Alpine Glaciers.
IEEE Trans. Geosci. Remote. Sens.
Gabriel Vasile, Emmanuel Trouvé, Ivan Pétillot, Philippe Bolon, Jean-Marie Nicolas, Michel Gay, Jocelyn Chanussot, Tania Landes, Pierre Grussenmeyer, Vasile Buzuloiu, Irena Hajnsek, Christian Andres, Martin Keller, Ralf Horn
2008 J jnl
Improving MODIS Spatial Resolution for Snow Mapping Using Wavelet Fusion and ARSIS Concept.
IEEE Geosci. Remote. Sens. Lett.
Pascal Sirguey, Renaud Mathieu, Yves Arnaud, Muhammad Murtaza Khan, Jocelyn Chanussot
2008 J jnl
Indusion: Fusion of Multispectral and Panchromatic Images Using the Induction Scaling Technique.
IEEE Geosci. Remote. Sens. Lett.
Muhammad Murtaza Khan, Jocelyn Chanussot, Laurent Condat, Annick Montanvert
2008 — conf
On the Use of a New Additive Kernel for Change Detection using SVM.
IGARSS (3)
Tarek Habib, Jordi Inglada, Grégoire Mercier, Jocelyn Chanussot
2008 — conf
On the concept of time-frequency distributions based on complex-lag moments.
EUSIPCO
Bertrand Gottin, Cornel Ioana, Srdjan Stankovic, Ljubisa Stankovic, Jocelyn Chanussot
2008 J jnl
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation.
Neurocomputing
Saïd Moussaoui, Hafrun Hauksdóttir, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, David Brie, Sylvain Douté, Jón Atli Benediktsson
2008 — conf
Pansharpening Quality Assessment using Modulation Transfer Function Filters.
IGARSS (5)
Muhammad Murtaza Khan, Luciano Alparone, Jocelyn Chanussot
2008 J jnl
Practical use of receiver operating characteristic analysis to assess the performances of defect detection algorithms.
J. Electronic Imaging
Yann Le Meur, Jean-Michel Vignolle, Jocelyn Chanussot
2008 — conf
QNR Optimization based Pansharpening.
IGARSS (5)
Muhammad Murtaza Khan, Luciano Alparone, Jocelyn Chanussot
2008 — conf
Segmentation and Classification of Hyperspectral Data using Watershed.
IGARSS (3)
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson, Jesús Angulo, Mathieu Fauvel
2008 J jnl
Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles.
IEEE Trans. Geosci. Remote. Sens.
Mathieu Fauvel, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson
2008 B conf
Speeding up Support Vector Machine (SVM) image classification by a kernel series expansion.
ICIP
Tarek Habib, Jordi Inglada, Grégoire Mercier, Jocelyn Chanussot
2008 J jnl
Synthesis of Multispectral Images to High Spatial Resolution: A Critical Review of Fusion Methods Based on Remote Sensing Physics.
IEEE Trans. Geosci. Remote. Sens.
Claire Thomas, Thierry Ranchin, Lucien Wald, Jocelyn Chanussot
2008 J jnl
Urban Mapping Using Coarse SAR and Optical Data: Outcome of the 2007 GRSS Data Fusion Contest.
IEEE Geosci. Remote. Sens. Lett.
Fabio Pacifici, Fabio Del Frate, William J. Emery, Paolo Gamba, Jocelyn Chanussot
2007 C conf
A joint spatial and spectral SVM's classification of panchromatic images.
IGARSS
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2007 C conf
Abrupt change detection on multitemporal remote sensing images: a statistical overview of methodologies applied on real cases.
IGARSS
Tarek Habib, Jocelyn Chanussot, Jordi Inglada, Grégoire Mercier
2007 J jnl
Combining Airborne Photographs and Spaceborne SAR Data to Monitor Temperate Glaciers: Potentials and Limits.
IEEE Trans. Geosci. Remote. Sens.
Emmanuel Trouvé, Gabriel Vasile, Michel Gay, Lionel Bombrun, Pierre Grussenmeyer, Tania Landes, Jean-Marie Nicolas, Philippe Bolon, Ivan Pétillot, Andreea Julea, Lionel Valet, Jocelyn Chanussot, Mathieu Koehl
2007 J jnl
Comparison of Pansharpening Algorithms: Outcome of the 2006 GRS-S Data-Fusion Contest.
IEEE Trans. Geosci. Remote. Sens.
Luciano Alparone, Lucien Wald, Jocelyn Chanussot, Claire Thomas, Paolo Gamba, Lori Mann Bruce
2007 C conf
European perspectives in hyperspectral data analysis.
IGARSS
Paolo Gamba, Antonio J. Plaza, Jón Atli Benediktsson, Jocelyn Chanussot
2007 C conf
HYPER-I-NET: European research network on hyperspectral imaging.
IGARSS
Antonio J. Plaza, Andreas Müller, Rudolph Richter, Torbjørn Skauli, Zbynek Malenovský, José M. Bioucas-Dias, Stefan Hofer, Jocelyn Chanussot, Christian Jutten, Véronique Carrère, Ivar Baarstad, Peter Kaspersen, Jens Nieke, Klaus I. Itten, Timo Hyvarinen, Paolo Gamba, Fabio Dell'Acqua, Jón Atli Benediktsson, Michael E. Schaepman, Jan G. P. W. Clevers, Bogdan Zagajewski
2007 J jnl
Higher-Order Statistics for the Detection of Small Objects in a Noisy Background Application on Sonar Imaging.
EURASIP J. Adv. Signal Process.
Frédéric Maussang, Jocelyn Chanussot, Alain Hétet, Maud Amate
2007 C conf
Improved resolution for the detection of snow with MODIS using wavelet fusion.
IGARSS
Pascal Sirguey, Renaud Mathieu, Yves Arnaud, Muhammad Murtaza Khan, Jocelyn Chanussot
2007 — conf
Multiple Classifier Systems in Remote Sensing: From Basics to Recent Developments.
MCS
Jón Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel
2007 C conf
Pan-sharpening using induction.
IGARSS
Muhammad Murtaza Khan, Jocelyn Chanussot, Annick Montanvert, Laurent Condat
2007 C conf
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles.
IGARSS
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Johannes R. Sveinsson
2006 C conf
A Combined Support Vector Machines Classification Based on Decision Fusion.
IGARSS
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2006 C conf
Advanced Processing of Hyperspectral Images.
IGARSS
Antonio J. Plaza, Jón Atli Benediktsson, Joseph W. Boardman, Jason Brazile, Lorenzo Bruzzone, Gustavo Camps-Valls, Jocelyn Chanussot, Mathieu Fauvel, Paolo Gamba, J. Anthony Gualtieri, James C. Tilton, Giovanna Trianni
2006 J jnl
Classification of remote sensing images from urban areas using a fuzzy possibilistic model.
IEEE Geosci. Remote. Sens. Lett.
Jocelyn Chanussot, Jón Atli Benediktsson, Mathieu Fauvel
2006 J jnl
Decision Fusion for the Classification of Urban Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2006 J jnl
Estimation of polarization parameters using time-frequency representations and its application to waves separation.
Signal Process.
Antoine Roueff, Jocelyn Chanussot, Jérôme I. Mars
2006 — conf
Evaluation of Kernels for Multiclass Classification of Hyperspectral Remote Sensing Data.
ICASSP (2)
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2006 C conf
Fusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data.
IGARSS
Jon Aevar Palmason, Jón Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot
2005 C conf
Airborne remote sensing of vineyards for the detection of dead vine trees.
IGARSS
Jocelyn Chanussot, Patrick Bas, Lionel Bombrun
2005 C conf
Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis.
IGARSS
Jon Aevar Palmason, Jón Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot
2005 C conf
Combining optical and SAR data to monitor temperate glaciers.
IGARSS
Emmanuel Trouvé, Gabriel Vasile, Michel Gay, Pierre Grussenmeyer, Jean-Marie Nicolas, Tania Landes, Mathieu Koehl, Jocelyn Chanussot, Andreea Julea
2005 J jnl
Dispersion estimation from linear array data in the time-frequency plane.
IEEE Trans. Signal Process.
Antoine Roueff, Jérôme I. Mars, Jocelyn Chanussot, Helle Pedersen
2005 C conf
Fusion of methods for the classification of remote sensing images from urban areas.
IGARSS
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
2005 J jnl
Shape signatures of fuzzy star-shaped sets based on distance from the centroid.
Pattern Recognit. Lett.
Jocelyn Chanussot, Ingela Nyström, Natasa Sladoje
2005 C conf
Street tracking based on SAR data from urban areas.
IGARSS
Sigurjon O. Sigurjonsson, Jón Atli Benediktsson, Johannes R. Sveinsson, Gianni Lisini, Jocelyn Chanussot
2004 C conf
Classification of remote sensing images from urban areas using a fuzzy model.
IGARSS
Jocelyn Chanussot, Jón Atli Benediktsson, Mathilde Vincent
2004 C conf
Decision level fusion in classification of hyperspectral data from urban areas.
IGARSS
Jón Atli Benediktsson, Jon Aevar Palmason, Johannes R. Sveinsson, Jocelyn Chanussot
2004 — conf
On the use of higher order statistics in SAS imagery [synthetic aperture sonar].
ICASSP (5)
Frédéric Maussang, Jocelyn Chanussot, Alain Hétet
2004 B conf
Order filter with progressively decimated filtering window: application to colour image enhancement.
ICIP
Jocelyn Chanussot
2003 C conf
Lossless compact histogram representation for multi-component images: application to histogram equalization.
IGARSS
Jocelyn Chanussot, Alain Clément, Bertrand Vigouroux, J. Chabod
2003 C conf
On the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas.
IGARSS
Jocelyn Chanussot, Jón Atli Benediktsson, Martino Pesaresi
2003 — conf
Simultaneous group and phase correction for the estimation of dispersive propagating waves in the time-frequency plane.
ICASSP (3)
Antoine Roueff, Jérôme I. Mars, Jocelyn Chanussot, Helle Pederson
2002 — conf
Estimation of polarization on time-scale plane for seismic wave separation.
EUSIPCO
Antoine Roueff, Jocelyn Chanussot
1999 — conf
Comparison of Prefiltering Operators for Road Network Extraction in Sar Images.
ICIP (2)
Philippe Bolon, Jocelyn Chanussot, Imad Issa, Patrick Lambert
1999 J jnl
Fuzzy fusion techniques for linear features detection in multitemporal SAR images.
IEEE Trans. Geosci. Remote. Sens.
Jocelyn Chanussot, Gilles Mauris, Patrick Lambert
1999 — conf
Real Time Vector Median Like Filter FPGA Design and Application to Color Image Filtering.
ICIP (2)
Jocelyn Chanussot, Michel Paindavoine, Patrick Lambert
1999 — conf
Watershed approaches for color image segmentation.
NSIP
Jocelyn Chanussot, Patrick Lambert
1998 — conf
Adaptive directional order filters and mathematical morphology for road network extraction on SAR images.
EUSIPCO
Jocelyn Chanussot, Imad Issa, Patrick Lambert