Lianru Gao

253 papers C 32Journal 186Unranked 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
HADDNLP: Hyperspectral anomaly detection via double nonlocal priors.
Pattern Recognit.
Longfei Ren, Degang Wang, Lianru Gao, Minghua Wang, Min Huang, Hongsheng Zhang
2026 J jnl
Snapshot Compressive Hyperspectral Image Reconstruction via Complementary Priors.
IEEE Trans. Computational Imaging
Yaning Zang, Min Huang, Lianru Gao, Lina Zhuang
2026 J jnl
Spectral-Spatial Enhanced Local Contrast Strategy for Hyperspectral Small Air Target Detection.
IEEE Trans. Image Process.
Feng Han, He Sun, Lianru Gao, Haoyang Yu, Lulu Qian, Xu Sun
2026 J jnl
SpectralKAN: Weighted Activation Distribution Kolmogorov-Arnold Network for Hyperspectral Image Change Detection.
Pattern Recognit.
Yanheng Wang, Xiaohan Yu, Yongsheng Gao, Jianjun Sha, Jian Wang, Shiyong Yan, Kai Qin, Yonggang Zhang, Lianru Gao
2025 J jnl
A Hyperspectral Change Detection Method for Small Vehicles.
IEEE Trans. Image Process.
Shuyi Xu, He Sun, Xu Sun, Li Ni, Lianru Gao
2025 J jnl
A Parameter-Free Topological Disassembly-Guided Method for Hyperspectral Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaotong Sun, Liming Jiang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang
2025 J jnl
Building Extraction From High-Resolution Multispectral and SAR Images Using a Boundary-Link Multimodal Fusion Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhe Zhao, Boya Zhao, Yuanfeng Wu, Zutian He, Lianru Gao
2025 J jnl
Dilated Transformation-Guided Unsupervised Multimodal Learning for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Yuanchao Su, Sheng Li, Yicong Zhou, Lianru Gao, Mengying Jiang, Xu Sun, Haiwei Li, Enke Hou
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
Feature Reconstruction Guided Fusion Network for Hyperspectral and LiDAR Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhi Li, Ke Zheng, Lianru Gao, Nannan Zi, Chengrui Li
2025 J jnl
HF-MCD: A Heterogeneous Fusion Framework for Multimodal Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Luyang Cai, He Sun, Xu Sun, Huanqian Yan, Lianru Gao
2025 J jnl
Multiscale Segmentation-Guided Fusion Network for Hyperspectral Image Classification.
IEEE Trans. Image Process.
Hongmin Gao, Runhua Sheng, Yuanchao Su, Zhonghao Chen, Shufang Xu, Lianru Gao
2025 J jnl
Nonlocal and Deep Priors for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Longfei Ren, Degang Wang, Lianru Gao, Minghua Wang, Min Huang
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
SRViT: Self-Supervised Relation-Aware Vision Transformer for Hyperspectral Unmixing.
IEEE Trans. Neural Networks Learn. Syst.
Yuanchao Su, Lianru Gao, Antonio Plaza, Xu Sun, Mengying Jiang, Guang Yang
2025 J jnl
Similar Category Enhancement Network for Discrimination on Small Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Ziji Wei, Tianwei Zhang, Xu Sun, Lina Zhuang, Degang Wang, Andrea Marinoni, Lianru Gao
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
Towards Automatic Evaluation and High-Quality Pseudo-Parallel Dataset Construction for Audio Editing: A Human-in-the-Loop Method.
CoRR
Yuhang Jia, Hui Wang, Xin Nie, Yujie Guo, Lianru Gao, Yong Qin
2024 J jnl
A Fast Target Detection Model for Remote Sensing Images Leveraging Roofline Analysis on Edge Computing Devices.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Boya Zhao, Zihan Qin, Yuanfeng Wu, Yuhang Song, Haoyang Yu, Lianru Gao
2024 J jnl
A Point-Set Topology-Based Information Entropy Estimation Method for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang
2024 C conf
Adaptive Endmembers Learning-Based Deep Unmixing Network for Hyperspectral Change Detection.
IGARSS
Shuyi Xu, Luyang Cai, He Sun, Xu Sun, Lina Yang, Lianru Gao
2024 J jnl
Cross-Modal Feature Fusion and Interaction Strategy for CNN-Transformer-Based Object Detection in Visual and Infrared Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett.
Jinyan Nie, He Sun, Xu Sun, Li Ni, Lianru Gao
2024 J jnl
Cross-Semantic Heterogeneous Modeling Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhi Li, Ke Zheng, Jiaxin Li, Chengrui Li, Lianru Gao
2024 J jnl
DAAN: A Deep Autoencoder-Based Augmented Network for Blind Multilinear Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Yuanchao Su, Zhiqing Zhu, Lianru Gao, Antonio Plaza, Pengfei Li, Xu Sun, Xiang Xu
2024 C conf
DAMS: Dilated Attention with Multi-Stream Learning for Super-Resolution of Hyperspectral Remote Sensing Images.
IGARSS
Sheng Li, Ruoqing Xu, Yuanchao Su, Lianru Gao, Xu Sun, Longfei Ren, Zhiqing Zhu
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
Eigen-CNN: Eigenimages Plus Eigennoise Level Maps Guided Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Lina Zhuang, Michael Ng, Lianru Gao, Zhicheng Wang
2024 J jnl
Eigenimage2Eigenimage (E2E): A Self-Supervised Deep Learning Network for Hyperspectral Image Denoising.
IEEE Trans. Neural Networks Learn. Syst.
Lina Zhuang, Michael Ng, Lianru Gao, Joseph Michalski, Zhicheng Wang
2024 J jnl
GRetNet: Gaussian Retentive Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Zhu Han, Shuyi Xu, Lianru Gao, Zhi Li, Bing Zhang
2024 J jnl
Global Feature-Injected Blind-Spot Network for Hyperspectral Anomaly Detection.
IEEE Geosci. Remote. Sens. Lett.
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Xiaobin Zhao
2024 J jnl
GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mengying Jiang, Yuanchao Su, Lianru Gao, Antonio Plaza, Xi-Le Zhao, Xu Sun, Guizhong Liu
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
Hyperbolic Space-Based Autoencoder for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
He Sun, Lizhi Wang, Lei Zhang, Lianru Gao
2024 J jnl
Hyperspectral Image Change Detection Based on Gated Spectral-Spatial-Temporal Attention Network With Spectral Similarity Filtering.
IEEE Trans. Geosci. Remote. Sens.
Haoyang Yu, Hao Yang, Lianru Gao, Jiaochan Hu, Antonio Plaza, Bing Zhang
2024 C conf
Hyperspectral Image Classification via Inverse Mahalanobis Attention Network.
IGARSS
Zhi Li, Ke Zheng, Longfei Ren, Yi Liu, Lianru Gao
2024 J jnl
Hyperspectral Image Cross-Domain Object Detection Method based on Spectral-Spatial Feature Alignment.
CoRR
Hongqi Zhang, He Sun, Hongmin Gao, Feng Han, Xu Sun, Lianru Gao, Bing Zhang
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 C conf
Information Entropy Estimation Based on Point-Set Topology for Hyperspectral Anomaly Detection.
IGARSS
Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Yi Liu, Yao Liu, Bing Zhang
2024 J jnl
Information Entropy Estimation Based on Point-Set Topology for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang
2024 C conf
MTSANet: Multi-Head Two-Stream Attention Networks for Unsupervised Hyperspectral Image Super-Resolution.
IGARSS
Jin Xu, Yuanchao Su, Lianru Gao, Xu Sun, Longfei Ren, Zhiqing Zhu, Mengying Jiang
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
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
Non-Local Similarity-Based Attentive Graph Convolution Network for Remote Sensing Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Wenjuan Zhang, Ruiqi Sun, Zhen Li, Lianru Gao, Jiaxin Li, Bin Zhao, Bing Zhang
2024 J jnl
PID-HLfusion: Pluggable Progressive Illumination Driven Hyperspectral and LiDAR Data Fusion Considering Crossmodal Geometric Structures.
IEEE Trans. Instrum. Meas.
Wenbo Yu, Lianru Gao, He Huang, Yi Shen, Gangxiang Shen
2024 C conf
Primary Modality Guided Multimodal Change Detection.
IGARSS
Luyang Cai, Shuyi Xu, He Sun, Xu Sun, Lina Yang, Lianru Gao
2024 J jnl
Shape-Sensitive Feature Extraction for Large-Aspect-Ratio Object Detection.
IEEE Geosci. Remote. Sens. Lett.
Tianwei Zhang, Xu Sun, Lina Zhuang, Lianru Gao, Bing Zhang, Ke Zheng
2024 J jnl
Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Xiaobin Zhao, Antonio Plaza
2024 J jnl
Spectral-Spatial Out-of-Distribution-Based Unsupervised Band Selection Method for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Hongqi Zhang, He Sun, Xu Sun, Hongmin Gao, Lianru Gao, Bing Zhang
2024 J jnl
SpectralKAN: Kolmogorov-Arnold Network for Hyperspectral Images Change Detection.
CoRR
Yanheng Wang, Xiaohan Yu, Yongsheng Gao, Jianjun Sha, Jian Wang, Lianru Gao, Yonggang Zhang, Xianhui Rong
2024 — conf
Tiny Object Detection Enhancement for Large-Scale Remote Sensing Imagery.
APSIPA
Tianwei Zhang, Lianru Gao, Xu Sun, Lina Zhuang
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 J jnl
A Lightweight Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xuming Zhang, Yuanchao Su, Lianru Gao, Lorenzo Bruzzone, Xingfa Gu, Qingjiu Tian
2023 — conf
A New Unsupervised Network for Hyperspectral and Multispectral Image Fusion.
WHISPERS
Jiaxin Li, Ke Zheng, Li Ni, Lianru Gao
2023 J jnl
A Semi-Supervised Domain Alignment Transformer for Hyperspectral Images Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yanheng Wang, Jianjun Sha, Lianru Gao, Yonggang Zhang, Xianhui Rong, Ce Zhang
2023 J jnl
ACGT-Net: Adaptive Cuckoo Refinement-Based Graph Transfer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yuanchao Su, Jiangyi Chen, Lianru Gao, Antonio Plaza, Mengying Jiang, Xiang Xu, Xu Sun, Pengfei Li
2023 J jnl
BS
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Degang Wang, Lina Zhuang, Xu Sun, Min Huang, Antonio Plaza
2023 J jnl
BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio Plaza
2023 J jnl
Enhanced Autoencoders With Attention-Embedded Degradation Learning for Unsupervised Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Jiaxin Li, Ke Zheng, Xiuping Jia
2023 J jnl
FFN: Fountain Fusion Net for Arbitrary-Oriented Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Tianwei Zhang, Xu Sun, Lina Zhuang, Xiaoyu Dong, Lianru Gao, Bing Zhang, Ke Zheng
2023 J jnl
Frequency-to-spectrum mapping GAN for semisupervised hyperspectral anomaly detection.
CAAI Trans. Intell. Technol.
Degang Wang, Lianru Gao, Ying Qu, Xu Sun, Wenzhi Liao
2023 J jnl
HI
IEEE Trans. Geosci. Remote. Sens.
Wenbo Yu, Lianru Gao, He Huang, Yi Shen, Gangxiang Shen
2023 J jnl
Hyperspectral Anomaly Detection Based on Chessboard Topology.
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Xiaotong Sun, Xu Sun, Lina Zhuang, Qian Du, Bing Zhang
2023 — conf
Hyperspectral Anomaly Detection Via Nonconvex Low-Rank Representation.
WHISPERS
Longfei Ren, Minghua Wang, Xu Sun, Lianru Gao, Min Huang
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
Information Retrieval With Chessboard-Shaped Topology for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang
2023 C conf
Interactive Autoencoders With Degradation Constraint For Hyperspectral Super-Resolution.
IGARSS
Jiaxin Li, Ke Zheng, Lianru Gao, Li Ni
2023 J jnl
Multimodal Attention-Aware Convolutional Neural Networks for Classification of Hyperspectral and LiDAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haotian Zhang, Jing Yao, Li Ni, Lianru Gao, Min Huang
2023 J jnl
NSCKL: Normalized Spectral Clustering With Kernel-Based Learning for Semisupervised Hyperspectral Image Classification.
IEEE Trans. Cybern.
Yuanchao Su, Lianru Gao, Mengying Jiang, Antonio Plaza, Xu Sun, Bing Zhang
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
PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio J. Plaza
2023 C conf
Unsupervised Dynamic Convolutional Neural Network Model for Hyperspectral and Multispectral Image Fusion.
IGARSS
Haoyang Yu, Zhixin Ling, Ke Zheng, Jiaxin Li, Siqi Liang, Lianru Gao
2023 J jnl
X-Shaped Interactive Autoencoders With Cross-Modality Mutual Learning for Unsupervised Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Jiaxin Li, Ke Zheng, Zhi Li, Lianru Gao, Xiuping Jia
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
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
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 Ensemble CNN Method Based on Sample Expansion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Shuxian Dong, Wei Feng, Yinghui Quan, Gabriel Dauphin, Lianru Gao, Mengdao Xing
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 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
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
Ensemble-Based Information Retrieval With Mass Estimation for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Xiaotong Sun, Ying Qu, Lianru Gao, Xu Sun, Hairong Qi, Bing Zhang, Ting Shen
2022 J jnl
Graph-Cut-Based Collaborative Node Embeddings for Hyperspectral Images Classification.
IEEE Geosci. Remote. Sens. Lett.
Yuanchao Su, Mengying Jiang, Lianru Gao, Xu Sun, Xueer You, Pengfei Li
2022 C conf
Graph-Cut-Based Node Embedding for Dimensionality Reduction and Classification of Hyperspectral Remote Sensing Images.
IGARSS
Yuanchao Su, Mengying Jiang, Lianru Gao, Xueer You, Xu Sun, Pengfei Li
2022 J jnl
Hyperspectral Image Denoising and Anomaly Detection Based on Low-Rank and Sparse Representations.
IEEE Trans. Geosci. Remote. Sens.
Lina Zhuang, Lianru Gao, Bing Zhang, Xiyou Fu, José M. Bioucas-Dias
2022 J jnl
Hyperspectral Image Denoising via Low-Rank Representation and CNN Denoiser.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hezhi Sun, Ming Liu, Ke Zheng, Dong Yang, Jindong Li, Lianru Gao
2022 J jnl
Hyperspectral Image Stripe Detection and Correction Using Gabor Filters and Subspace Representation.
IEEE Geosci. Remote. Sens. Lett.
Bing Zhang, Yashinov Aziz, Zhicheng Wang, Lina Zhuang, Michael K. Ng, Lianru Gao
2022 — conf
Hyperspectral Sparse Unmixing Via Firm Thresholding Mapping.
WHISPERS
Longfei Ren, Danfeng Hong, Xu Sun, Lianru Gao, Min Huang
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
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 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
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
Nonlocal Self-Similarity-Based Hyperspectral Remote Sensing Image Denoising With 3-D Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Zhicheng Wang, Michael K. Ng, Lina Zhuang, Lianru Gao, Bing Zhang
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
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
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
Subfeature Ensemble-Based Hyperspectral Anomaly Detection Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shuo Wang, Wei Feng, Yinghui Quan, Wenxing Bao, Gabriel Dauphin, Lianru Gao, Xian Zhong, Mengdao Xing
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
Transferable network with Siamese architecture for anomaly detection in hyperspectral images.
Int. J. Appl. Earth Obs. Geoinformation
Weiqiang Rao, Ying Qu, Lianru Gao, Xu Sun, Yuanfeng Wu, Bing Zhang
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
2021 C conf
A Novel Classification Framework for Hyperspectral Image Classification Based on Multi-Scale Dense Network.
IGARSS
Hao Zhang, Haoyang Yu, Zhen Xu, Ke Zheng, Lianru Gao
2021 — conf
A Novel Classification Framework for Hyperspectral Image Classification Based on Multiscale Spectral-Spatial Convolutional Network.
WHISPERS
Zhen Xu, Haoyang Yu, Ke Zheng, Lianru Gao, Meiping Song
2021 J jnl
A Pixel Cluster CNN and Spectral-Spatial Fusion Algorithm for Hyperspectral Image Classification With Small-Size Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shuxian Dong, Yinghui Quan, Wei Feng, Gabriel Dauphin, Lianru Gao, Mengdao Xing
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 Improved Aggregated-Mosaic Method for the Sparse Object Detection of Remote Sensing Imagery.
Remote. Sens.
Boya Zhao, Yuanfeng Wu, Xinran Guan, Lianru Gao, Bing Zhang
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
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 J jnl
Enhanced-Random-Feature-Subspace-Based Ensemble CNN for the Imbalanced Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qinzhe Lv, Wei Feng, Yinghui Quan, Gabriel Dauphin, Lianru Gao, Mengdao Xing
2021 C conf
Ensemble CNN with Enhanced Feature Subspaces for Imbalanced Hyperspectral Image Classification.
IGARSS
Qinzhe Lv, Wei Feng, Yinghui Quan, Qiang Li, Gabriel Dauphin, Lianru Gao, Guoping Zhao, Mengdao Xing
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
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
Hyperspectral Image Classification Based on Adjacent Constraint Representation.
IEEE Geosci. Remote. Sens. Lett.
Haoyang Yu, Xiao-Di Shang, Xiao Zhang, Lianru Gao, Meiping Song, Jiaochan Hu
2021 J jnl
Hyperspectral Image Denoising and Anomaly Detection Based on Low-rank and Sparse Representations.
CoRR
Lina Zhuang, Lianru Gao, Bing Zhang, Xiyou Fu, José M. Bioucas-Dias
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
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
Multiscale Residual Network With Mixed Depthwise Convolution for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hongmin Gao, Yao Yang, Chenming Li, Lianru Gao, Bing Zhang
2021 J jnl
Physically Constrained Transfer Learning Through Shared Abundance Space for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Ying Qu, Razieh Kaviani Baghbaderani, Wei Li, Lianru Gao, Yuxiang Zhang, Hairong Qi
2021 J jnl
Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks.
IEEE Trans. Geosci. Remote. Sens.
Xiaoyu Dong, Xu Sun, Xiuping Jia, Zhihong Xi, Lianru Gao, Bing Zhang
2021 J jnl
Remote Sensing Image Super-Resolution Using Second-Order Multi-Scale Networks.
IEEE Trans. Geosci. Remote. Sens.
Xiaoyu Dong, Longguang Wang, Xu Sun, Xiuping Jia, Lianru Gao, Bing Zhang
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
Semi-supervised rotation forest based on ensemble margin theory for the classification of hyperspectral image with limited training data.
Inf. Sci.
Wei Feng, Yinghui Quan, Gabriel Dauphin, Qiang Li, Lianru Gao, Wenjiang Huang, Junshi Xia, Wentao Zhu, Mengdao Xing
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
Target Detection Through Tree-Structured Encoding for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Xiaotong Sun, Ying Qu, Lianru Gao, Xu Sun, Hairong Qi, Bing Zhang, Ting Shen
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
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
2020 C conf
A Background Refinement Collaborative Representation Method with Saliency Weight for Hyperspectral Anomaly Detection.
IGARSS
Zengfu Hou, Wei Li, Lianru Gao, Bing Zhang, Pengge Ma, Junling Sun
2020 J jnl
A Novel Feature Extension Method for the Forest Disaster Monitoring Using Multispectral Data.
Remote. Sens.
Yinghui Quan, Xian Zhong, Wei Feng, Gabriel Dauphin, Lianru Gao, Mengdao Xing
2020 J jnl
Combining t-Distributed Stochastic Neighbor Embedding With Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Lianru Gao, Daixin Gu, Lina Zhuang, Jinchang Ren, Dong Yang, Bing Zhang
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 J jnl
Data-augmented matched subspace detector for hyperspectral subpixel target detection.
Pattern Recognit.
Xiaochen Yang, Mingzhi Dong, Ziyu Wang, Lianru Gao, Lefei Zhang, Jing-Hao Xue
2020 J jnl
Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN.
IEEE Trans. Cybern.
Mengmeng Zhang, Wei Li, Qian Du, Lianru Gao, Bing Zhang
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
Hyperspectral Image Classification Based on a Shuffled Group Convolutional Neural Network with Transfer Learning.
Remote. Sens.
Yao Liu, Lianru Gao, Chenchao Xiao, Ying Qu, Ke Zheng, Andrea Marinoni
2020 J jnl
Hyperspectral Imagery Classification Based on Multiscale Superpixel-Level Constraint Representation.
Remote. Sens.
Haoyang Yu, Xiao Zhang, Meiping Song, Jiaochan Hu, Qiandong Guo, Lianru Gao
2020 J jnl
Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps.
Remote. Sens.
Zhicheng Wang, Lina Zhuang, Lianru Gao, Andrea Marinoni, Bing Zhang, Michael K. Ng
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
Neighborhood Activity-Driven Representation for Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haoyang Yu, Xiao Zhang, Chunyan Yu, Lianru Gao, Bing Zhang
2020 J jnl
Physically-Constrained Transfer Learning through Shared Abundance Space for Hyperspectral Image Classification.
CoRR
Ying Qu, Razieh Kaviani Baghbaderani, Wei Li, Lianru Gao, Hairong Qi
2020 — conf
RARA: Dataflow Based Error Compensation Methods with Runtime Accuracy-Reconfigurable Adder.
ISQED
Shujuan Yin, Zheyu Liu, Guihong Li, Fei Qiao, Qi Wei, Yuanfeng Wu, Lianru Gao, Xinjun Liu, Huazhong Yang
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
Subspace-based multitask learning framework for hyperspectral imagery classification.
Multim. Tools Appl.
Haoyang Yu, Lianru Gao, Jun Li, Bing Zhang
2020 C conf
Superpixel-Level Constraint Representation for Hyperspectral Imagery Classification.
IGARSS
Haoyang Yu, Xiao Zhang, Meiping Song, Jiaochan Hu, Lianru Gao
2019 J jnl
A nonlinear and explicit framework of supervised manifold-feature extraction for hyperspectral image classification.
Neurocomputing
Peng Zhang, Haixia He, Lianru Gao
2019 J jnl
An Entropy and MRF Model-Based CNN for Large-Scale Landsat Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Xuemei Zhao, Lianru Gao, Zhengchao Chen, Bing Zhang, Wenzhi Liao, Xuan Yang
2019 J jnl
Approximate computing for onboard anomaly detection from hyperspectral images.
J. Real Time Image Process.
Yuanfeng Wu, Sebastián López, Bing Zhang, Fei Qiao, Lianru Gao
2019 J jnl
Automatic Detection of Track and Fields in China from High-Resolution Satellite Images Using Multi-Scale-Fused Single Shot MultiBox Detector.
Remote. Sens.
Zhengchao Chen, Kaixuan Lu, Lianru Gao, Baipeng Li, Jianwei Gao, Xuan Yang, Mufeng Yao, Bing Zhang
2019 J jnl
Bilinear normal mixing model for spectral unmixing.
IET Image Process.
Wenfei Luo, Lianru Gao, Ruihao Zhang, Andrea Marinoni, Bing Zhang
2019 J jnl
Building Extraction from High-Resolution Aerial Imagery Using a Generative Adversarial Network with Spatial and Channel Attention Mechanisms.
Remote. Sens.
Xuran Pan, Fan Yang, Lianru Gao, Zhengchao Chen, Bing Zhang, Hairui Fan, Jinchang Ren
2019 J jnl
FPGA implementation of a maximum simplex volume algorithm for endmember extraction from remotely sensed hyperspectral images.
J. Real Time Image Process.
Cong Li, Lianru Gao, Antonio Plaza, Bing Zhang
2019 J jnl
Incorporating Negative Sample Training for Ship Detection Based on Deep Learning.
Sensors
Lianru Gao, Yiqun He, Xu Sun, Xiuping Jia, Bing Zhang
2019 J jnl
MSDH: Matched subspace detector with heterogeneous noise.
Pattern Recognit. Lett.
Xiaochen Yang, Lefei Zhang, Lianru Gao, Jing-Hao Xue
2019 C conf
Morphological Analysis for Banana Disease Detection in Close Range Hyperspectral Remote Sensing Images.
IGARSS
Wenzhi Liao, Daniel Ochoa, Lianru Gao, Bing Zhang, Wilfried Philips
2019 J jnl
Multi-GPU Based Parallel Design of the Ant Colony Optimization Algorithm for Endmember Extraction from Hyperspectral Images.
Sensors
Jianwei Gao, Yi Sun, Bing Zhang, Zhengchao Chen, Lianru Gao, Wenjuan Zhang
2019 J jnl
Multiscale Spatial-Spectral Convolutional Network with Image-Based Framework for Hyperspectral Imagery Classification.
Remote. Sens.
Ximin Cui, Ke Zheng, Lianru Gao, Bing Zhang, Dong Yang, Jinchang Ren
2019 J jnl
Separable-spectral convolution and inception network for hyperspectral image super-resolution.
Int. J. Mach. Learn. Cybern.
Ke Zheng, Lianru Gao, Qiong Ran, Ximin Cui, Bing Zhang, Wenzhi Liao, Sen Jia
2019 J jnl
Ship Classification Based on Multifeature Ensemble with Convolutional Neural Network.
Remote. Sens.
Qiaoqiao Shi, Wei Li, Ran Tao, Xu Sun, Lianru Gao
2019 J jnl
Transferred Multi-Perception Attention Networks for Remote Sensing Image Super-Resolution.
Remote. Sens.
Xiaoyu Dong, Zhihong Xi, Xu Sun, Lianru Gao
2019 J jnl
Water Body Extraction from Very High Spatial Resolution Remote Sensing Data Based on Fully Convolutional Networks.
Remote. Sens.
Liwei Li, Zhi Yan, Qian Shen, Gang Cheng, Lianru Gao, Bing Zhang
2018 J jnl
A real-time unsupervised background extraction-based target detection method for hyperspectral imagery.
J. Real Time Image Process.
Cong Li, Lianru Gao, Yuanfeng Wu, Bing Zhang, Javier Plaza, Antonio Plaza
2018 J jnl
An Improved Spatial and Temporal Reflectance Unmixing Model to Synthesize Time Series of Landsat-Like Images.
Remote. Sens.
Jianhang Ma, Wenjuan Zhang, Andrea Marinoni, Lianru Gao, Bing Zhang
2018 — conf
CNN-based Large Scale Landsat Image Classification.
APSIPA
Xuemei Zhao, Lianru Gao, Zhengchao Chen, Bing Zhang, Wenzhi Liao
2018 — conf
Constraint Non-Negative Matrix Factorization With Sparseness and Piece wise Smoothness for Hyperspectral Unmixing.
WHISPERS
Xu Sun, Qian Peng, Bing Zhang, Lianru Gao, Lina Yang
2018 J jnl
Deep CNN With Multi-Scale Rotation Invariance Features for Ship Classification.
IEEE Access
Qiaoqiao Shi, Wei Li, Fan Zhang, Wei Hu, Xu Sun, Lianru Gao
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 — conf
Dense Pyramid Network for Semantic Segmentation of High Resolution Aerial Imagery.
BICS
Xuran Pan, Lianru Gao, Bing Zhang, Fan Yang, Wenzhi Liao
2018 J jnl
FPGA implementation of collaborative representation algorithm for real-time hyperspectral target detection.
J. Real Time Image Process.
Jingjing Wu, Yu Jin, Wei Li, Lianru Gao, Bing Zhang
2018 C conf
Global Spatial and Local Spectral Similarity-Based Group Sparse Representation for Hyperspectral Imagery Classification.
IGARSS
Haoyang Yu, Lianru Gao, Wenzhi Liao, Paolo Gamba, Bing Zhang
2018 J jnl
Group Sparse Representation Based on Nonlocal Spatial and Local Spectral Similarity for Hyperspectral Imagery Classification.
Sensors
Haoyang Yu, Lianru Gao, Wenzhi Liao, Bing Zhang
2018 J jnl
High-Resolution Aerial Imagery Semantic Labeling with Dense Pyramid Network.
Sensors
Xuran Pan, Lianru Gao, Bing Zhang, Fan Yang, Wenzhi Liao
2018 J jnl
Impervious Surface Extraction From Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Changyu Zhu, Jun Li, Shaoquan Zhang, Changshan Wu, Bing Zhang, Lianru Gao, Antonio Plaza
2018 J jnl
Integrating Spatial Information in the Normalized P-Linear Algorithm for Nonlinear Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Maofeng Tang, Lianru Gao, Andrea Marinoni, Paolo Gamba, Bing Zhang
2018 J jnl
Multiharmonic Postnonlinear Mixing Model for Hyperspectral Nonlinear Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Maofeng Tang, Bing Zhang, Andrea Marinoni, Lianru Gao, Paolo Gamba
2018 J jnl
Multisource Remote Sensing Data Classification Based on Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Xiaodong Xu, Wei Li, Qiong Ran, Qian Du, Lianru Gao, Bing Zhang
2018 C conf
Potential Analysis of Feature Extraction Based Quick Response for Environmental Change with Social Media Photos.
IGARSS
Yuanfeng Wu, Lianru Gao, Wenzhi Liao, Paolo Gamba, Bing Zhang
2018 J jnl
Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network.
Remote. Sens.
Xuran Pan, Lianru Gao, Andrea Marinoni, Bing Zhang, Fan Yang, Paolo Gamba
2018 C conf
Ship Detection Without Sea-Land Segmentation for Large-Scale High-Resolution Optical Satellite Images.
IGARSS
Yiqun He, Xu Sun, Lianru Gao, Bing Zhang
2018 J jnl
Special issue on advances in real-time image processing for remote sensing.
J. Real Time Image Process.
Chen Chen, Wei Li, Lianru Gao, Heng-Chao Li, Javier Plaza
2017 J jnl
A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping.
Remote. Sens.
Lianru Gao, Dan Yao, Qingting Li, Lina Zhuang, Bing Zhang, José M. Bioucas-Dias
2017 J jnl
A new kernel method for hyperspectral image feature extraction.
Geo spatial Inf. Sci.
Bin Zhao, Lianru Gao, Wenzhi Liao, Bing Zhang
2017 C conf
Fusion of multi-scale hyperspectral and lidar features for tree species mapping.
IGARSS
Wenzhi Liao, Frieke Van Coillie, Liwei Li, Bin Zhao, Lianru Gao, Wilfried Philips, Bing Zhang
2017 C conf
Hyperspectral image inpainting based on low-rank representation: A case study on Tiangong-1 data.
IGARSS
Dan Yao, Lina Zhuang, Lianru Gao, Bing Zhang, José M. Bioucas-Dias
2017 J jnl
Locality Sensitive Discriminant Analysis for Group Sparse Representation-Based Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett.
Haoyang Yu, Lianru Gao, Wei Li, Qian Du, Bing Zhang
2017 J jnl
Multiscale Superpixel-Level Subspace-Based Support Vector Machines for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Haoyang Yu, Lianru Gao, Wenzhi Liao, Bing Zhang, Aleksandra Pizurica, Wilfried Philips
2017 C conf
Nonlinear hyperspectral unmixing based on normalized P-linear algorithm.
IGARSS
Maofeng Tang, Lianru Gao, Andrea Marinoni, Bing Zhang
2017 J jnl
Optimized Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification.
Remote. Sens.
Lianru Gao, Bin Zhao, Xiuping Jia, Wenzhi Liao, Bing Zhang
2016 J jnl
A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenfei Luo, Lianru Gao, Antonio Plaza, Andrea Marinoni, Bin Yang, Liang Zhong, Paolo Gamba, Bing Zhang
2016 C conf
A comparative study of coastline changes at Tampa Bay and Xiangshan Harbor during the last 30 years.
IGARSS
Qiandong Guo, Ruiliang Pu, Bing Zhang, Lianru Gao
2016 — conf
A particle swarm optimization algorithm for unmixing the polynomial post-nonlinear mixing model.
CISP-BMEI
Liang Zhong, Wenfei Luo, Lianru Gao
2016 J jnl
A quantitative and comparative analysis of different preprocessing implementations of DPSO: a robust endmember extraction algorithm.
Soft Comput.
Lianru Gao, Lina Zhuang, Yuanfeng Wu, Xu Sun, Bing Zhang
2016 C conf
An optimized method of kernel minimum noise fraction for dimensionality reduction of hyperspectral imagery.
IGARSS
Bin Zhao, Lianru Gao, Bing Zhang
2016 J jnl
Approximate Computing of Remotely Sensed Data: SVM Hyperspectral Image Classification as a Case Study.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuanfeng Wu, Xinghua Yang, Antonio Plaza, Fei Qiao, Lianru Gao, Bing Zhang, Yabo Cui
2016 — conf
GPU implementation of ant colony optimization-based band selections for hyperspectral data classification.
WHISPERS
Jianwei Gao, Zhengchao Chen, Lianru Gao, Bing Zhang
2016 — conf
Improved discrete swarm intelligence algorithms for endmember extraction in hyperspectral remote sensing image.
WHISPERS
Yuanchao Su, Xu Sun, Lianru Gao, Jun Li, Bing Zhang
2016 J jnl
Orthogonal polynomial function fitting for hyperspectral data representation and discrimination.
Pattern Recognit. Lett.
Liwei Li, Bing Zhang, Wei Li, Lianru Gao
2016 — conf
Particle swarm optimization for nonlinear spectral unmixing: A case study of generalized bilinear model.
ICNC-FSKD
Liang Zhong, Wenfei Luo, Lianru Gao
2016 J jnl
Region-Based Estimate of Endmember Variances for Hyperspectral Image Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Lianru Gao, Lina Zhuang, Bing Zhang
2016 J jnl
Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields.
Remote. Sens.
Haoyang Yu, Lianru Gao, Jun Li, Shan Shan Li, Bing Zhang, Jón Atli Benediktsson
2016 C conf
Spectral-spatial classification based on subspace support vector machine and Markov random field.
IGARSS
Haoyang Yu, Lianru Gao, Jun Li, Bing Zhang
2015 — conf
A hyperspectral image spectral unmixing method integrating slic superpixel segmentation.
WHISPERS
Xu Sun, Feifei Zhang, Lina Yang, Bing Zhang, Lianru Gao
2015 J jnl
Adjusted Spectral Matched Filter for Target Detection in Hyperspectral Imagery.
Remote. Sens.
Lianru Gao, Bin Yang, Qian Du, Bing Zhang
2015 J jnl
An Endmember Extraction Method Based on Artificial Bee Colony Algorithms for Hyperspectral Remote Sensing Images.
Remote. Sens.
Xu Sun, Lina Yang, Bing Zhang, Lianru Gao, Jianwei Gao
2015 — conf
An empirical study of urban mapping in a chain approach.
WHISPERS
Liwei Li, Bing Zhang, Lianru Gao
2015 J jnl
Dual-Mode FPGA Implementation of Target and Anomaly Detection Algorithms for Real-Time Hyperspectral Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bin Yang, Minhua Yang, Antonio Plaza, Lianru Gao, Bing Zhang
2015 — conf
FPGA implementation of a maximum volume algorithm for endmember extraction from hyperspectral imagery.
WHISPERS
Cong Li, Lianru Gao, Antonio Plaza, Bing Zhang
2015 — conf
Improvement of linear spectral emissivity constraint method for temperature and emissivity separation of hyperspectral thermal infrared data.
WHISPERS
Li Ni, Hua Wu, Bing Zhang, Wenjuan Zhang, Lianru Gao
2015 J jnl
Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lianru Gao, Jianwei Gao, Jun Li, Antonio Plaza, Lina Zhuang, Xu Sun, Bing Zhang
2015 J jnl
Normal Endmember Spectral Unmixing Method for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lina Zhuang, Bing Zhang, Lianru Gao, Jun Li, Antonio Plaza
2015 — conf
Requirements and optimization of sensor parameters for mineral extraction.
WHISPERS
Qingting Li, Lianru Gao, Wenjuan Zhang, Bing Zhang
2015 J jnl
Subspace-Based Support Vector Machines for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Lianru Gao, Jun Li, Mahdi Khodadadzadeh, Antonio J. Plaza, Bing Zhang, Zhijian He, Huiming Yan
2015 — conf
Swarm intelligence: A reliable solution for extracting endmembers from hyperspectral imagery.
WHISPERS
Bing Zhang, Lianru Gao, Xu Sun, Lina Zhuang
2014 J jnl
Analysis of the Proportion of Surface Reflected Radiance in Mid-Infrared Absorption Bands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bing Zhang, Yao Liu, Wenjuan Zhang, Lianru Gao, Jun Li, Jun Wang, Xia Li
2014 — conf
Edge constrained MRF method for classification of hyperspectral imagery.
WHISPERS
Li Ni, Bing Zhang, Qian Shen, Lianru Gao, Xu Sun, Shanshan Li, Hua Wu
2014 — conf
Optical classification of optically complex waters around China.
WHISPERS
Qian Shen, Li Ni, Xu Sun, Lianru Gao, Bing Zhang
2014 J jnl
PSO-EM: A Hyperspectral Unmixing Algorithm Based On Normal Compositional Model.
IEEE Trans. Geosci. Remote. Sens.
Bing Zhang, Lina Zhuang, Lianru Gao, Wenfei Luo, Qiong Ran, Qian Du
2014 C conf
The identification of altered rock in vegetation-covered area using hyperspectral remote sensing.
IGARSS
Qingting Li, Bing Zhang, Lianru Gao, Linlin Lu, Quanjun Jiao
2014 J jnl
Weighted-RXD and Linear Filter-Based RXD: Improving Background Statistics Estimation for Anomaly Detection in Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qiandong Guo, Bing Zhang, Qiong Ran, Lianru Gao, Jun Li, Antonio Plaza
2013 J jnl
A Comparative Study on Linear Regression-Based Noise Estimation for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lianru Gao, Qian Du, Bing Zhang, Wei Yang, Yuanfeng Wu
2013 — conf
An improved Expectation Maximization algorithm for hyperspectral image classification.
WHISPERS
Lina Zhuang, Lianru Gao, Li Ni, Bing Zhang
2013 — conf
Ant colony optimization for supervised and unsupervised hyperspectral band selection.
WHISPERS
Jianwei Gao, Qian Du, Lianru Gao, Xu Sun, Yuanfeng Wu, Bing Zhang
2013 J jnl
Hyperspectral Imagery Clustering With Neighborhood Constraints.
IEEE Geosci. Remote. Sens. Lett.
Shanshan Li, Bing Zhang, An Li, Xiuping Jia, Lianru Gao, Man Peng
2013 J jnl
Improvements in the Ant Colony Optimization Algorithm for Endmember Extraction From Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bing Zhang, Jianwei Gao, Lianru Gao, Xu Sun
2013 J jnl
Optimized maximum noise fraction for dimensionality reduction of Chinese HJ-1A hyperspectral data.
EURASIP J. Adv. Signal Process.
Lianru Gao, Bing Zhang, Xu Sun, Shanshan Li, Qian Du, Changshan Wu
2012 — conf
A comparative study on noise estimation for hyperspectral imagery.
WHISPERS
Lianru Gao, Qian Du, Wei Yang, Bing Zhang
2012 — conf
GPU implementation of Ant Colony Optimization algorithm for endmember extraction from hyperspectral image.
WHISPERS
Jianwei Gao, Lianru Gao, Xu Sun, Yuanfeng Wu, Bing Zhang
2012 J jnl
Real-time target detection in hyperspectral images based on spatial-spectral information extraction.
EURASIP J. Adv. Signal Process.
Bing Zhang, Wei Yang, Lianru Gao, Dongmei Chen
2011 J jnl
Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Bing Zhang, Shanshan Li, Xiuping Jia, Lianru Gao, Man Peng
2011 J jnl
Endmember Extraction of Hyperspectral Remote Sensing Images Based on the Ant Colony Optimization (ACO) Algorithm.
IEEE Trans. Geosci. Remote. Sens.
Bing Zhang, Xun Sun, Lianru Gao, Lina Yang
2011 J jnl
Endmember Extraction of Hyperspectral Remote Sensing Images Based on the Discrete Particle Swarm Optimization Algorithm.
IEEE Trans. Geosci. Remote. Sens.
Bing Zhang, Xun Sun, Lianru Gao, Lina Yang
2011 C conf
Rapid detection of collapsed built-up structures using postevent VHR in earthquake-affected areas.
IGARSS
Liwei Li, Bing Zhang, Liping Lei, Lianru Gao, Dailiang Peng, Yanhong Wu, Jianwen Ma
2011 — conf
Study on the issue of noise estimation in dimension reduction of hyperspectral images.
WHISPERS
Lianru Gao, Bing Zhang, Zhengchao Chen, Liping Lei
2009 — conf
A Polarimetric Sea Surface Backscattering Model.
IGARSS (1)
Bing Zhang, Zhengchao Chen, Junsheng Li, Lianru Gao
2009 — conf
A Study on Spectral Characteristics Extraction using Fourier Approximation Theory.
IGARSS (3)
Xu Sun, Bing Zhang, Lianru Gao, Lina Yang
2009 J jnl
A maximum noise fraction transform with improved noise estimation for hyperspectral images.
Sci. China Ser. F Inf. Sci.
Xiang Liu, Bing Zhang, Lianru Gao, Dongmei Chen
2009 — conf
Classification of Coastal Zone based on Decision Tree and PPI.
IGARSS (4)
Shanshan Li, Bing Zhang, Lianru Gao, Liang Zhang
2009 — conf
Exposure Adjustment of Satellite Cameras.
IGARSS (3)
Qiong Ran, Yaobin Chi, Zhiyong Wang, Lianru Gao
2009 — conf
Image Quality Evaluation on Chinese First Earth Observation Hyperspectral Satellite.
IGARSS (1)
Bing Zhang, Zhengchao Chen, Junsheng Li, Lianru Gao
2009 — conf
New Thoughts for Onboard Compression of Satellite Images.
IGARSS (4)
Lianru Gao, Qiong Ran, Bing Zhang, Yaobin Chi, Zhiyong Wang
2008 J jnl
A New Operational Method for Estimating Noise in Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Lianru Gao, Bing Zhang, Xia Zhang, Wenjuan Zhang, Qingxi Tong
2005 C conf
Cross-calibration of EO-1 MODIS to SZ-3 CMODIS using Dunhuang test site.
IGARSS
Xuan Li, Zhifeng Guo, Lianru Gao
2005 C conf
Small satellite constellation for disaster monitoring in China.
IGARSS
Xingling Wang, Gang Wang, Yan Guan, Quan Chen, Lianru Gao
2005 C conf
Study on the spectral characteristics of building materials covered by different paint.
IGARSS
Lianru Gao, Bing Zhang, Xia Zhang, Junsheng Li