Danfeng Hong

281 papers A* 5B 1C 15Journal 243Unranked 17
YearRankTypeTitle / Venue / Authors
2026 A* conf
Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing.
AAAI
Xuyang Li, Chenyu Li, Danfeng Hong
2026 J jnl
Coupled Diffusion Posterior Sampling for Unsupervised Hyperspectral and Multispectral Images Fusion.
IEEE Trans. Image Process.
Yang Xu, Jian Zhu, Danfeng Hong, Zhihui Wei, Zebin Wu
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
GHSS-Net: A Graph-Enhanced Hybrid Self-Supervised Framework for PolSAR Image Classification.
IEEE Trans. Aerosp. Electron. Syst.
Yuchen Wang, Zuzheng Kuang, Haixia Bi, Danfeng Hong
2026 J jnl
SeaMo: A season-aware multimodal foundation model for remote sensing.
Inf. Fusion
Xuyang Li, Chenyu Li, Gemine Vivone, Danfeng Hong
2026 J jnl
Vision-Language Model Purified Semi-Supervised Semantic Segmentation for Remote Sensing Images.
CoRR
Shanwen Wang, Xin Sun, Danfeng Hong, Fei Zhou
2025 J jnl
A Comprehensive Review of Diffusion Models in Smart Agriculture: Progress, Applications, and Challenges.
CoRR
Xing Hu, Haodong Chen, Qianqian Duan, Danfeng Hong, Ruijiao Li, Huiliang Shang, Linghua Jiang, Haima Yang, Dawei Zhang
2025 J jnl
A General Cooperative Optimization Driven High-Frequency Enhancement Framework for Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Chentong Huang, Junming Hou, Chenxu Wu, Xiaofeng Cong, Man Zhou, Junling Li, Danfeng Hong
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
A comprehensive survey for Hyperspectral Image Classification: The evolution from conventional to transformers and Mamba models.
Neurocomputing
Muhammad Ahmad, Salvatore Distefano, Adil Mehmood Khan, Manuel Mazzara, Chenyu Li, Hao Li, Jagannath Aryal, Yao Ding, Gemine Vivone, Danfeng Hong
2025 J jnl
Adaptive Homophily Clustering: Structure Homophily Graph Learning With Adaptive Filter for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Yao Ding, Zhili Zhang, Weijie Kang, Aitao Yang, Junyang Zhao, Jie Feng, Danfeng Hong, Qinghe Zheng
2025 J jnl
Adaptive Homophily Clustering: Structure Homophily Graph Learning with Adaptive Filter for Hyperspectral Image.
CoRR
Yao Ding, Weijie Kang, Aitao Yang, Zhili Zhang, Junyang Zhao, Jie Feng, Danfeng Hong, Qinhe Zheng
2025 J jnl
Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing.
CoRR
Xuyang Li, Chenyu Li, Danfeng Hong
2025 J jnl
Bilateral Adaptive Evolution Transformer for Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Junming Hou, Xiaoyu Chen, Chenxu Wu, Man Zhou, Junling Li, Danfeng Hong
2025 J jnl
Combined gated graph convolution neural networks with multi-modal geospatial data for forest type classification.
Int. J. Appl. Earth Obs. Geoinformation
Huiqing Pei, Toshiaki Owari, Satoshi Tsuyuki, Takuya Hiroshima, Danfeng Hong
2025 J jnl
Cross-Domain Few-Shot Segmentation via Ordinary Differential Equations over Time Intervals.
CoRR
Huan Ni, Qingshan Liu, Xiaonan Niu, Danfeng Hong, Lingli Zhao, Haiyan Guan
2025 — conf
Dynamic State-Control Modeling for Generalized Remote Sensing Image Super-Resolution.
CVPR Workshops
Chenyu Li, Zhaojie Pan, Danfeng Hong
2025 J jnl
Exploring Text-Guided Information Fusion Through Chain-of-Reasoning for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Xueheng Li, Xuanhua He, Ke Cao, Jie Zhang, Chengjun Xie, Man Zhou, Danfeng Hong, Bo Huang
2025 J jnl
FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models.
CoRR
Hui Lin, Chao Zhang, Danfeng Hong, Kexin Dong, Congcong Wen
2025 J jnl
FlexiMo: A Flexible Remote Sensing Foundation Model.
CoRR
Xuyang Li, Chenyu Li, Pedram Ghamisi, Danfeng Hong
2025 J jnl
GRLDASeg: Unsupervised Domain Adaptive Semantic Segmentation of High Spatial Resolution Remote Sensing Imagery Based on General Representation Learning.
IEEE Trans. Geosci. Remote. Sens.
Wenjie Sun, Jie Zhang, Yujie Lei, Danfeng Hong, Qingquan Li
2025 J jnl
Generalization-Enhanced Few-Shot Object Detection in Remote Sensing.
CoRR
Hui Lin, Nan Li, Pengjuan Yao, Kexin Dong, Yuhan Guo, Danfeng Hong, Ying Zhang, Congcong Wen
2025 J jnl
Generalization-Enhanced Few-Shot Object Detection in Remote Sensing.
IEEE Trans. Circuits Syst. Video Technol.
Hui Lin, Nan Li, Pengjuan Yao, Kexin Dong, Yuhan Guo, Danfeng Hong, Ying Zhang, Congcong Wen
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
GraphMamba: Graph Tokenization Mamba for Hyperspectral Image Classification.
IEEE Trans. Emerg. Top. Comput.
Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano, Adil Mehmood Khan, Muhammad Hassaan Farooq Butt, Muhammad Usama, Danfeng Hong
2025 J jnl
Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification.
CoRR
Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama, Manuel Mazzara, Salvatore Distefano, Adil Mehmood Khan, Danfeng Hong
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
ISDAT: An image-semantic dual adversarial training framework for robust image classification.
Pattern Recognit.
Chenhong Sui, Ao Wang, Haipeng Wang, Hao Liu, Qingtao Gong, Jing Yao, Danfeng Hong
2025 J jnl
Image segmentation via two-step deep variational priors.
Pattern Recognit. Lett.
Lu Tan, Xue-Cheng Tai, Ling Li, Wanquan Liu, Raymond H. Chan, Danfeng Hong
2025 J jnl
Joint Super-Resolution and Segmentation for 1-m Impervious Surface Area Mapping in China's Yangtze River Economic Belt.
CoRR
Jie Deng, Danfeng Hong, Chenyu Li, Naoto Yokoya
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
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
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 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
PMA²-Net: Progressive Fusion of Multiscale Axial Attention Network for Hyperspectral and Multispectral Images.
IEEE Trans. Geosci. Remote. Sens.
Shunhui Wang, Yuebin Wang, Danfeng Hong, Liqiang Zhang
2025 J jnl
Pan-Mamba: Effective pan-sharpening with state space model.
Inf. Fusion
Xuanhua He, Ke Cao, Jie Zhang, Keyu Yan, Yingying Wang, Rui Li, Chengjun Xie, Danfeng Hong, Man Zhou
2025 J jnl
Pan-Sharpening via Causal-Aware Feature Distribution Calibration.
IEEE Trans. Geosci. Remote. Sens.
Xueheng Li, Tao Hu, Ke Cao, Jie Zhang, Chengjun Xie, Man Zhou, Danfeng Hong
2025 J jnl
PolicyMamba: Localized Policy Attention With State Space Model for Land Cover Classification.
IEEE Trans. Neural Networks Learn. Syst.
Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano, Adil Mehmood Khan, Muhammad Hassaan Farooq Butt, Danfeng Hong
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
Progressive Cluster-Guided Knowledge Distillation for Remote Sensing Image Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhaopeng Deng, Zheng Zhou, Haoran Zhao, Xiaolin Chen, Danfeng Hong, Xin Sun
2025 J jnl
PyramidMamba: Rethinking pyramid feature fusion with selective space state model for semantic segmentation of remote sensing imagery.
Int. J. Appl. Earth Obs. Geoinformation
Libo Wang, Dongxu Li, Sijun Dong, Xiaoliang Meng, Xiaokang Zhang, Danfeng Hong
2025 J jnl
RS-MoE: A Vision-Language Model With Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering.
IEEE Trans. Geosci. Remote. Sens.
Hui Lin, Danfeng Hong, Shuhang Ge, Chuyao Luo, Kai Jiang, Hao Jin, Congcong Wen
2025 J jnl
Recent Advances in Diffusion Models for Hyperspectral Image Processing and Analysis: A Review.
CoRR
Xing Hu, Xiangcheng Liu, Danfeng Hong, Qianqian Duan, Linghua Jiang, Haima Yang, Dawei Zhang
2025 J jnl
S2C: Learning Noise-Resistant Differences for Unsupervised Change Detection in Multimodal Remote Sensing Images.
CoRR
Lei Ding, Xibing Zuo, Danfeng Hong, Haitao Guo, Jun Lu, Zhihui Gong, Lorenzo Bruzzone
2025 J jnl
SLCGC: A lightweight Self-supervised Low-Pass Contrastive Graph Clustering Network for Hyperspectral Images.
IEEE Trans. Multim.
Yao Ding, Zhili Zhang, Aitao Yang, Yaoming Cai, Xiongwu Xiao, Danfeng Hong, Junsong Yuan
2025 J jnl
Semi-Supervised Semantic Segmentation for Remote Sensing Images via Multiscale Uncertainty Consistency and Cross-Teacher-Student Attention.
IEEE Trans. Geosci. Remote. Sens.
Shanwen Wang, Xin Sun, Changrui Chen, Danfeng Hong, Jungong Han
2025 J jnl
Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student Attention.
CoRR
Shanwen Wang, Changrui Chen, Xin Sun, Danfeng Hong, Jungong Han
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
Super-resolution reconstruction of the 1 arc-second Australian coastal DEM dataset.
Geo spatial Inf. Sci.
Bo Zhang, Zekai Shi, Danfeng Hong, Qi Wang, Jian Yang, Haoyuan Ren, Meng Zhang
2025 J jnl
Toward Resolution Mismatching: Modality-Aware Feature-Aligned Network for Pan-Sharpening.
IEEE Trans. Pattern Anal. Mach. Intell.
Man Zhou, Xuanhua He, Danfeng Hong
2025 J jnl
Tuple Perturbation-Based Contrastive Learning Framework for Multimodal Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Yuanxin Ye, Jinkun Dai, Liang Zhou, Keyi Duan, Ran Tao, Wei Li, Danfeng Hong
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
ViCxLSTM: An extended Long Short-term Memory vision transformer for complex remote sensing scene classification.
Int. J. Appl. Earth Obs. Geoinformation
Swalpa Kumar Roy, Ali Jamali, Koushik Biswas, Danfeng Hong, Pedram Ghamisi
2024 J jnl
Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi
2024 J jnl
BiDiCOS: Camouflaged object segmentation via bilateral diffusion model.
Expert Syst. Appl.
Xinhao Jiang, Wei Cai, Yao Ding, Xin Wang, Danfeng Hong, Xingyu Di, Weijie Gao
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
Cloud Removal With SAR-Optical Data Fusion Using a Unified Spatial-Spectral Residual Network.
IEEE Trans. Geosci. Remote. Sens.
Yuxi Wang, Bing Zhang, Wenjuan Zhang, Danfeng Hong, Bin Zhao, Zhen Li
2024 J jnl
Cross-Attention-Driven Adaptive Graph Relational Network for Multilabel Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Haixia Bi, Honghao Chang, Xiaotian Wang, Danfeng Hong
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
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 C conf
Dual-Branch PolSAR Image Classification Based On Graphmae And Local Feature Extraction.
IGARSS
Yuchen Wang, Ziyi Guo, Haixia Bi, Danfeng Hong, Chen Xu
2024 J jnl
Dual-branch PolSAR Image Classification Based on GraphMAE and Local Feature Extraction.
CoRR
Yuchen Wang, Ziyi Guo, Haixia Bi, Danfeng Hong, Chen Xu
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
EXNet: (2+1)D Extreme Xception Net for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Usman Ghous, Muhammad Shahzad Sarfraz, Muhammad Ahmad, Chenyu Li, Danfeng Hong
2024 J jnl
Foundation Model-Based Multimodal Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Xin He, Yushi Chen, Lingbo Huang, Danfeng Hong, Qian Du
2024 J jnl
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification.
CoRR
Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Bing Lu, Pedram Ghamisi
2024 J jnl
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification.
Remote. Sens.
Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Bing Lu, Pedram Ghamisi
2024 J jnl
HyperSINet: A Synergetic Interaction Network Combined With Convolution and Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qixing Yu, Weibo Wei, Dantong Li, Zhenkuan Pan, Chenyu Li, Danfeng Hong
2024 — conf
Hyperkan: An Interpretable Approximation Network for Hyperspectral Superresolution.
WHISPERS
Chenyu Li, Bing Zhang, Haoran Xu, Danfeng Hong
2024 J jnl
IG-GAN: Interactive Guided Generative Adversarial Networks for Multimodal Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Chenhong Sui, Guobin Yang, Danfeng Hong, Haipeng Wang, Jing Yao, Peter M. Atkinson, Pedram Ghamisi
2024 J jnl
Infrared Small Target Detection via Joint Low Rankness and Local Smoothness Prior.
IEEE Trans. Geosci. Remote. Sens.
Pei Liu, Jiangjun Peng, Hailin Wang, Danfeng Hong, Xiangyong Cao
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 A* conf
Linearly-evolved Transformer for Pan-sharpening.
ACM Multimedia
Junming Hou, Zihan Cao, Naishan Zheng, Xuan Li, Xiaoyu Chen, Xinyang Liu, Xiaofeng Cong, Danfeng Hong, Man Zhou
2024 J jnl
Linearly-evolved Transformer for Pan-sharpening.
CoRR
Junming Hou, Zihan Cao, Naishan Zheng, Xuan Li, Xiaoyu Chen, Xinyang Liu, Xiaofeng Cong, Man Zhou, Danfeng Hong
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
MGFNet: An MLP-dominated gated fusion network for semantic segmentation of high-resolution multi-modal remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation
Kan Wei, Jinkun Dai, Danfeng Hong, Yuanxin Ye
2024 J jnl
Pan-Sharpening With Wavelet-Enhanced High-Frequency Information.
IEEE Trans. Geosci. Remote. Sens.
Jie Zhang, Xuanhua He, Keyu Yan, Ke Cao, Rui Li, Chengjun Xie, Man Zhou, Danfeng Hong
2024 J jnl
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing Imagery.
CoRR
Libo Wang, Dongxu Li, Sijun Dong, Xiaoliang Meng, Xiaokang Zhang, Danfeng Hong
2024 J jnl
RS-MoE: Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering.
CoRR
Hui Lin, Danfeng Hong, Shuhang Ge, Chuyao Luo, Kai Jiang, Hao Jin, Congcong Wen
2024 J jnl
RSProtoSeg: High Spatial Resolution Remote Sensing Images Segmentation Based on Non-Learnable Prototypes.
IEEE Trans. Geosci. Remote. Sens.
Wenjie Sun, Jie Zhang, Yujie Lei, Danfeng Hong
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 A* conf
Revisiting Spatial-Frequency Information Integration from a Hierarchical Perspective for Panchromatic and Multi-Spectral Image Fusion.
CVPR
Jiangtong Tan, Jie Huang, Naishan Zheng, Man Zhou, Keyu Yan, Danfeng Hong, Feng Zhao
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
SeaMo: A Multi-Seasonal and Multimodal Remote Sensing Foundation Model.
CoRR
Xuyang Li, Danfeng Hong, Chenyu Li, Jocelyn Chanussot
2024 J jnl
Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion.
CoRR
Ke Cao, Xuanhua He, Tao Hu, Chengjun Xie, Jie Zhang, Man Zhou, Danfeng Hong
2024 J jnl
Spatial-Gated Multilayer Perceptron for Land Use and Land Cover Mapping.
IEEE Geosci. Remote. Sens. Lett.
Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi
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
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
Superpixelwise Low-rank Approximation based Partial Label Learning for Hyperspectral Image Classification.
CoRR
Shujun Yang, Yu Zhang, Yao Ding, Danfeng Hong
2024 J jnl
Unlabeled Data Guided Partial Label Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Shujun Yang, Yuheng Jia, Yao Ding, Xin Wu, Danfeng Hong
2024 J jnl
Vegetation Land Segmentation with Multi-Modal and Multi-Temporal Remote Sensing Images: A Temporal Learning Approach and a New Dataset.
Remote. Sens.
Fang Qu, Youqiang Sun, Man Zhou, Liu Liu, Huamin Yang, Junqing Zhang, He Huang, Danfeng Hong
2023 J jnl
A Multidepth and Multibranch Network for Hyperspectral Target Detection Based on Band Selection.
IEEE Trans. Geosci. Remote. Sens.
Hongmin Gao, Yitong Zhang, Zhonghao Chen, Shufang Xu, Danfeng Hong, Bing Zhang
2023 J jnl
Camouflaged Object Segmentation Based on Joint Salient Object for Contrastive Learning.
IEEE Trans. Instrum. Meas.
Xinhao Jiang, Wei Cai, Yao Ding, Xin Wang, Danfeng Hong, Zhiyong Yang, Weijie Gao
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
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
Deep Adaptive Pansharpening via Uncertainty-Aware Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Kaiwen Zheng, Jie Huang, Man Zhou, Danfeng Hong, Feng Zhao
2023 J jnl
Deep transformer and few-shot learning for hyperspectral image classification.
CAAI Trans. Intell. Technol.
Qiong Ran, Yonghao Zhou, Danfeng Hong, Meiqiao Bi, Li Ni, Xuan Li, Muhammad Ahmad
2023 J jnl
Depthwise Separable Convolutional Autoencoders for Hyperspectral Image Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Yiyan Zhang, Yongfeng Zhou, Shufang Xu, Danfeng Hong, Hongmin Gao, Chenming Li, Qiqiang Zhong, Bing Zhang
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
GPF-Net: Graph-Polarized Fusion Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qixing Yu, Weibo Wei, Zhenkuan Pan, Jingfei He, Shaohua Wang, Danfeng Hong
2023 J jnl
GTFN: GCN and Transformer Fusion Network With Spatial-Spectral Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Aitao Yang, Min Li, Yao Ding, Danfeng Hong, Yilong Lv, Yujie He
2023 J jnl
Graph-Structured Convolution-Guided Continuous Context Threshold-Aware Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Cai, Pengjiang Qian, Yao Ding, Meiqiao Bi, Xin Ning, Danfeng Hong, Xiao Bai
2023 J jnl
Grid Network: Feature Extraction in Anisotropic Perspective for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Zhonghao Chen, Danfeng Hong, Hongmin Gao
2023 J jnl
Guest Editorial: Special issue on intelligence technology for remote sensing image.
CAAI Trans. Intell. Technol.
Xiangtao Zheng, Benoît Vozel, Danfeng Hong
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 J jnl
Hyperspectral Target Detection via Spectral Aggregation and Separation Network With Target Band Random Mask.
IEEE Trans. Geosci. Remote. Sens.
Hongmin Gao, Yitong Zhang, Zhonghao Chen, Feng Xu, Danfeng Hong, Bing Zhang
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
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 J jnl
Local aggregation and global attention network for hyperspectral image classification with spectral-induced aligned superpixel segmentation.
Expert Syst. Appl.
Zhonghao Chen, Guoyong Wu, Hongmin Gao, Yao Ding, Danfeng Hong, Bing Zhang
2023 J jnl
Modality-Aware Feature Integration for Pan-Sharpening.
IEEE Trans. Geosci. Remote. Sens.
Man Zhou, Jie Huang, Feng Zhao, Danfeng Hong
2023 J jnl
Multi-scale receptive fields: Graph attention neural network for hyperspectral image classification.
Expert Syst. Appl.
Yao Ding, Zhili Zhang, Xiaofeng Zhao, Danfeng Hong, Wei Cai, Nengjun Yang, Bei Wang
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
Multimodal Transformer Network for Hyperspectral and LiDAR Classification.
IEEE Trans. Geosci. Remote. Sens.
Yiyan Zhang, Shufang Xu, Danfeng Hong, Hongmin Gao, Chenkai Zhang, Meiqiao Bi, Chenming Li
2023 J jnl
Multiscale Dual-Domain Guidance Network for Pan-Sharpening.
IEEE Trans. Geosci. Remote. Sens.
Xuanhua He, Keyu Yan, Jie Zhang, Rui Li, Chengjun Xie, Man Zhou, Danfeng Hong
2023 J jnl
Multispectral Image Noise Removal With Adaptive Loss and Multiple Image Priors Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yang Chen, Wenfei Cao, Meiqiao Bi, Jing Yao, Danfeng Hong
2023 C conf
Noise-Tolerant Unsupervised Classification for PolSAR Images Via Deep Clustering And Markov Random Field.
IGARSS
Sihan Yang, Haixia Bi, Xiaotian Wang, Danfeng Hong
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
PSRT: Pyramid Shuffle-and-Reshuffle Transformer for Multispectral and Hyperspectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Shang-Qi Deng, Liang-Jian Deng, Xiao Wu, Ran Ran, Danfeng Hong, Gemine Vivone
2023 J jnl
Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping.
CoRR
Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi
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
Superpixelwise Low-Rank Approximation-Based Partial Label Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Shujun Yang, Yu Zhang, Yao Ding, Danfeng Hong
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
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
2023 J jnl
Vision Transformer With Contrastive Learning for Remote Sensing Image Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Meiqiao Bi, Minghua Wang, Zhi Li, Danfeng Hong
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 Triplet Semisupervised Deep Network for Fusion Classification of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yinle Ma, Rui Song, Bobo Xi, Danfeng Hong, Qian Du
2022 J jnl
A Unified Framework of Cloud Detection and Removal Based on Low-Rank and Group Sparse Regularizations for Multitemporal Multispectral Images.
IEEE Trans. Geosci. Remote. Sens.
Teng-Yu Ji, Delin Chu, Xi-Le Zhao, Danfeng Hong
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
AF2GNN: Graph convolution with adaptive filters and aggregator fusion for hyperspectral image classification.
Inf. Sci.
Yao Ding, Zhili Zhang, Xiaofeng Zhao, Danfeng Hong, Wei Li, Wei Cai, Ying Zhan
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
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 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 J jnl
Deep Learning-Based Automatic Extraction of Cyanobacterial Blooms from Sentinel-2 MSI Satellite Data.
Remote. Sens.
Kai Yan, Junsheng Li, Huan Zhao, Chen Wang, Danfeng Hong, Yichen Du, Yunchang Mu, Bin Tian, Ya Xie, Ziyao Yin, Fangfang Zhang, Shenglei Wang
2022 J jnl
Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion.
IEEE Geosci. Remote. Sens. Lett.
Jiaxin Li, Ke Zheng, Jing Yao, Lianru Gao, Danfeng Hong
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
Effective Pan-Sharpening by Multiscale Invertible Neural Network and Heterogeneous Task Distilling.
IEEE Trans. Geosci. Remote. Sens.
Man Zhou, Jie Huang, Xueyang Fu, Feng Zhao, Danfeng Hong
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 J jnl
Enhanced Resolution of FY4 Remote Sensing Visible Spectrum Images Utilizing Super-Resolution and Transfer Learning Techniques.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bo Zhang, Muyuan Ma, Mingqing Wang, Danfeng Hong, Le Yu, Jie Wang, Peng Gong, Xiaomeng Huang
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
Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett.
Jin-Fan Hu, Ting-Zhu Huang, Liang-Jian Deng, Hong-Xia Dou, Danfeng Hong, Gemine Vivone
2022 J jnl
Global to Local: A Hierarchical Detection Algorithm for Hyperspectral Image Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhonghao Chen, Zhengtao Lu, Hongmin Gao, Yiyan Zhang, Jia Zhao, Danfeng Hong, Bing Zhang
2022 J jnl
Hyper-Embedder: Learning a Deep Embedder for Self-Supervised Hyperspectral Dimensionality Reduction.
IEEE Geosci. Remote. Sens. Lett.
Xin Wu, Danfeng Hong, Di Zhao
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 Classification Based on Graph Transformer Network and Graph Attention Mechanism.
IEEE Geosci. Remote. Sens. Lett.
Xiaofeng Zhao, Jiahui Niu, Chuntong Liu, Yao Ding, Danfeng Hong
2022 — conf
Hyperspectral Image Classification Based on Multi-Level Spectral-Spatial Transformer Network.
WHISPERS
Hao Yang, Haoyang Yu, Danfeng Hong, Zhen Xu, Yulei Wang, Meiping Song
2022 — conf
Hyperspectral Sparse Unmixing Via Firm Thresholding Mapping.
WHISPERS
Longfei Ren, Danfeng Hong, Xu Sun, Lianru Gao, Min Huang
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
Leveraging OpenStreetMap and Multimodal Remote Sensing Data with Joint Deep Learning for Wastewater Treatment Plants Detection.
Int. J. Appl. Earth Obs. Geoinformation
Hao Li, Johannes Zech, Danfeng Hong, Pedram Ghamisi, Michael Schultz, Alexander Zipf
2022 J jnl
Lightweight Heterogeneous Kernel Convolution for Hyperspectral Image Classification With Noisy Labels.
IEEE Geosci. Remote. Sens. Lett.
Swalpa Kumar Roy, Danfeng Hong, Purbayan Kar, Xin Wu, Xun Liu, Di Zhao
2022 J jnl
MSTNet: A Multilevel Spectral-Spatial Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Haoyang Yu, Zhen Xu, Ke Zheng, Danfeng Hong, Hao Yang, Meiping Song
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
Multi-feature fusion: Graph neural network and CNN combining for hyperspectral image classification.
Neurocomputing
Yao Ding, Zhili Zhang, Xiaofeng Zhao, Danfeng Hong, Wei Cai, Chengguo Yu, Nengjun Yang, Weiwei Cai
2022 J jnl
Multilayer Cascade Screening Strategy for Semi-Supervised Change Detection in Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lian Liu, Danfeng Hong, Li Ni, Lianru Gao
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
Multisource Domain Transfer Learning Based on Spectral Projections for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bin Yang, Shunshi Hu, Qiandong Guo, Danfeng Hong
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
PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Xiangyong Cao, Xueyang Fu, Danfeng Hong, Zongben Xu, Deyu Meng
2022 A* conf
Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network.
NeurIPS
Keyu Yan, Man Zhou, Jie Huang, Feng Zhao, Chengjun Xie, Chongyi Li, Danfeng Hong
2022 J jnl
Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network.
CoRR
Keyu Yan, Man Zhou, Jie Huang, Feng Zhao, Chengjun Xie, Chongyi Li, Danfeng Hong
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
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
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 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
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 J jnl
Spectral-Spatial-Temporal Transformers for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yanheng Wang, Danfeng Hong, Jianjun Sha, Lianru Gao, Lian Liu, Yonggang Zhang, Xianhui Rong
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
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
When Pansharpening Meets Graph Convolution Network and Knowledge Distillation.
IEEE Trans. Geosci. Remote. Sens.
Keyu Yan, Man Zhou, Liu Liu, Chengjun Xie, Danfeng Hong
2021 — conf
A Unified Multimodal Deep Learning Framework For Remote Sensing Imagery Classification.
WHISPERS
Danfeng Hong, Lianru Gao, Xin Wu, Jing Yao, Naoto Yokoya, Bing Zhang
2021 J jnl
An Enhanced 3-D Discrete Wavelet Transform for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Xiangyong Cao, Jing Yao, Xueyang Fu, Haixia Bi, Danfeng Hong
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 — conf
Change Detection for Hyperspectral Imagery Based on Multi-layer Cascade Screening Strategy.
CIKM Workshops
Lian Liu, Danfeng Hong, Lianru Gao
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
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
Deep Learning for UAV-based Object Detection and Tracking: A Survey.
CoRR
Xin Wu, Wei Li, Danfeng Hong, Ran Tao, Qian Du
2021 C conf
Dual-Stream High Resolution Network for Multi-Source Remote Sensing Image Segmentation.
IGARSS
Bo Ren, Shibin Ma, Biao Hou, Danfeng Hong
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
FCCDN: Feature Constraint Network for VHR Image Change Detection.
CoRR
Pan Chen, Danfeng Hong, Zhengchao Chen, Xuan Yang, Baipeng Li, Bing Zhang
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
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
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration.
IEEE Trans. Neural Networks Learn. Syst.
Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir
2021 J jnl
Mask DeepLab: End-to-end image segmentation for change detection in high-resolution remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation
Yanheng Wang, Lianru Gao, Danfeng Hong, Jianjun Sha, Lian Liu, Bing Zhang, Xianhui Rong, Yonggang Zhang
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 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 — conf
Revisiting Graph Convolutional Networks with Mini-Batch Sampling for Hyperspectral Image Classification.
WHISPERS
Danfeng Hong, Lianru Gao, Xin Wu, Jing Yao, Bing Zhang
2021 J jnl
Single-Look Multi-Master SAR Tomography: An Introduction.
IEEE Trans. Geosci. Remote. Sens.
Nan Ge, Richard Bamler, Danfeng Hong, Xiao Xiang Zhu
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
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
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
Classification of Hyperspectral and LiDAR Data Using Coupled CNNs.
CoRR
Renlong Hang, Zhu Li, Pedram Ghamisi, Danfeng Hong, Guiyu Xia, Qingshan Liu
2020 J jnl
Classification of Hyperspectral and LiDAR Data Using Coupled CNNs.
IEEE Trans. Geosci. Remote. Sens.
Renlong Hang, Zhu Li, Pedram Ghamisi, Danfeng Hong, Guiyu Xia, Qingshan Liu
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
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
Graph Convolutional Networks for Hyperspectral Image Classification.
CoRR
Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2020 — conf
Guided Deep Decoder: Unsupervised Image Pair Fusion.
ECCV (6)
Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He
2020 J jnl
Guided Deep Decoder: Unsupervised Image Pair Fusion.
CoRR
Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He
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 Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration.
CoRR
Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir
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
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
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
Multi-Scale Local Context Embedding for LiDAR Point Cloud Classification.
IEEE Geosci. Remote. Sens. Lett.
Rong Huang, Danfeng Hong, Yusheng Xu, Wei Yao, Uwe Stilla
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 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
The FrFT convolutional face: toward robust face recognition using the fractional Fourier transform and convolutional neural networks.
Sci. China Inf. Sci.
Xin Wu, Ran Tao, Danfeng Hong, Yue Wang
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
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network.
CoRR
Xin Wu, Wei Li, Danfeng Hong, Jiaojiao Tian, Ran Tao, Qian Du
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 J jnl
A Comparative Review of Manifold Learning Techniques for Hyperspectral and Polarimetric SAR Image Fusion.
Remote. Sens.
Jingliang Hu, Danfeng Hong, Yuanyuan Wang, Xiao Xiang Zhu
2019 C conf
A Topological Data Analysis Guided Fusion Algorithm: Mapper-Regularized Manifold Alignment.
IGARSS
Jingliang Hu, Danfeng Hong, Yuanyuan Wang, Xiao Xiang Zhu
2019 C conf
A Weakly-Supervised Deep Network for DSM-Aided Vehicle Detection.
IGARSS
Xin Wu, Danfeng Hong, Jiaojiao Tian, Ralph Kiefl, Ran Tao
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
Cascaded Recurrent Neural Networks for Hyperspectral Image Classification.
CoRR
Renlong Hang, Qingshan Liu, Danfeng Hong, Pedram Ghamisi
2019 J jnl
Cascaded Recurrent Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Renlong Hang, Qingshan Liu, Danfeng Hong, Pedram Ghamisi
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
Estimation of PMx Concentrations from Landsat 8 OLI Images Based on a Multilayer Perceptron Neural Network.
Remote. Sens.
Bo Zhang, Meng Zhang, Jian Kang, Danfeng Hong, Jian Xu, Xiaoxiang Zhu
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
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 C conf
LW-ODF: A Light-Weight Object Detection Framework for Optical Remote Sensing Imagery.
IGARSS
Xin Wu, Danfeng Hong, Pedram Ghamisi, Wei Li, Ran Tao
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 J jnl
MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data.
CoRR
Jingliang Hu, Danfeng Hong, Xiao Xiang Zhu
2019 J jnl
MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data.
IEEE Trans. Geosci. Remote. Sens.
Jingliang Hu, Danfeng Hong, Xiao Xiang Zhu
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
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 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
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
CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences.
CoRR
Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu
2018 J jnl
Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification.
CoRR
Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu
2018 — conf
Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification.
ECCV (8)
Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu
2018 J jnl
MsRi-CCF: Multi-Scale and Rotation-Insensitive Convolutional Channel Features for Geospatial Object Detection.
Remote. Sens.
Xin Wu, Danfeng Hong, Pedram Ghamisi, Wei Li, Ran Tao
2018 J jnl
SULoRA: Subspace Unmixing With Low-Rank Attribute Embedding for Hyperspectral Data Analysis.
IEEE J. Sel. Top. Signal Process.
Danfeng Hong, Xiao Xiang Zhu
2017 J jnl
Learning a Robust Local Manifold Representation for Hyperspectral Dimensionality Reduction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Danfeng Hong, Naoto Yokoya, Xiao Xiang Zhu
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
2016 J jnl
An Effective Frame Breaking Policy for Dynamic Framed Slotted Aloha in RFID.
IEEE Commun. Lett.
Jian Su, Zhengguo Sheng, Danfeng Hong, Guangjun Wen
2016 J jnl
An Efficient Anti-Collision Algorithm Based on Improved Collision Detection Scheme.
IEICE Trans. Commun.
Jian Su, Danfeng Hong, Junlin Tang, Haipeng Chen
2016 — conf
An efficient sub-frame based tag identification algorithm for UHF RFID systems.
ICC
Jian Su, Zhengguo Sheng, Danfeng Hong, Victor C. M. Leung
2016 C conf
Local manifold learning with robust neighbors selection for hyperspectral dimensionality reduction.
IGARSS
Danfeng Hong, Naoto Yokoya, Xiao Xiang Zhu
2016 J jnl
Q-Value Fine-Grained Adjustment Based RFID Anti-Collision Algorithm.
IEICE Trans. Commun.
Jian Su, Xuefeng Zhao, Danfeng Hong, Zhongqiang Luo, Haipeng Chen
2016 J jnl
Robust palmprint recognition based on the fast variation Vese-Osher model.
Neurocomputing
Danfeng Hong, Wanquan Liu, Xin Wu, Zhenkuan Pan, Jian Su
2016 — conf
The K-LLE algorithm for nonlinear dimensionality ruduction of large-scale hyperspectral data.
WHISPERS
Danfeng Hong, Naoto Yokoya, Xiao Xiang Zhu
2015 — conf
A Palmprint Recognition Algorithm Based on GIDBC.
CCBR
Mengqi Jia, Weibo Wei, Danfeng Hong, Gang Wang
2015 J jnl
A novel hierarchical approach for multispectral palmprint recognition.
Neurocomputing
Danfeng Hong, Wanquan Liu, Jian Su, Zhenkuan Pan, Guodong Wang
2015 — conf
Fusion of Contour Feature and Edge Texture Information for Palmprint Recognition.
IGTA
Gang Wang, Weibo Wei, Zhenkuan Pan, Danfeng Hong, Mengqi Jia
2015 — conf
Structural Feature Measurement Using Fast VO Model for Blurred Palmprint Recognition.
CCBR
Gang Wang, Weibo Wei, Zhenkuan Pan, Danfeng Hong, Mengqi Jia
2015 J jnl
融合水平梯度与局部信息强度的掌纹识别算法 (Palmprint Recognition Algorithm of Integrating Horizontal Gradient and Local Information Intensity).
计算机科学
Zhigang Zhao, Xin Wu, Weizhong Zhang, Yi Zhao, Danfeng Hong, Zhenkuan Pan
2014 — conf
A Fast Robustness Palmprint Recognition Algorithm.
CCBR
Danfeng Hong, Xin Wu, Zhenkuan Pan, Jian Su, Weibo Wei, Yaoyao Niu