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2020 – today
- 2024
[j146]Zhu Han
, Shuyi Xu, Lianru Gao, Zhi Li, Bing Zhang:
GRetNet: Gaussian Retentive Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)- [j145]Jinyan Nie, He Sun, Xu Sun, Li Ni, Lianru Gao:
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. 21: 1-5 (2024) - [j144]Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Xiaobin Zhao:
Global Feature-Injected Blind-Spot Network for Hyperspectral Anomaly Detection. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j143]Tianwei Zhang, Xu Sun, Lina Zhuang, Lianru Gao, Bing Zhang, Ke Zheng:
Shape-Sensitive Feature Extraction for Large-Aspect-Ratio Object Detection. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j142]Minghua Wang, Lianru Gao, Longfei Ren, Xian Sun, Jocelyn Chanussot:
Hyperspectral Simultaneous Anomaly Detection and Denoising: Insights From Integrative Perspective. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 13966-13980 (2024) - [j141]Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot:
Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j140]Mengying Jiang, Yuanchao Su, Lianru Gao, Antonio Plaza, Xi-Le Zhao, Xu Sun, Guizhong Liu:
GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j139]Jiaxin Li, Ke Zheng, Lianru Gao, Li Ni, Min Huang, Jocelyn Chanussot:
Model-Informed Multistage Unsupervised Network for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j138]Zhi Li, Ke Zheng, Jiaxin Li, Chengrui Li, Lianru Gao:
Cross-Semantic Heterogeneous Modeling Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j137]Longfei Ren, Lianru Gao, Minghua Wang, Xu Sun, Jocelyn Chanussot:
HADGSM: A Unified Nonconvex Framework for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j136]Yuanchao Su, Zhiqing Zhu, Lianru Gao, Antonio Plaza, Pengfei Li, Xu Sun, Xiang Xu:
DAAN: A Deep Autoencoder-Based Augmented Network for Blind Multilinear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j135]He Sun, Lizhi Wang, Lei Zhang, Lianru Gao:
Hyperbolic Space-Based Autoencoder for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j134]Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang:
A Point-Set Topology-Based Information Entropy Estimation Method for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j133]Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang:
Information Entropy Estimation Based on Point-Set Topology for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j132]Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Xiaobin Zhao, Antonio Plaza:
Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j131]Haoyang Yu, Hao Yang, Lianru Gao, Jiaochan Hu, Antonio Plaza, Bing Zhang:
Hyperspectral Image Change Detection Based on Gated Spectral-Spatial-Temporal Attention Network With Spectral Similarity Filtering. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j130]Lina Zhuang, Michael Ng, Lianru Gao, Zhicheng Wang:
Eigen-CNN: Eigenimages Plus Eigennoise Level Maps Guided Network for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j129]Wenbo Yu, Lianru Gao, He Huang, Yi Shen, Gangxiang Shen:
PID-HLfusion: Pluggable Progressive Illumination Driven Hyperspectral and LiDAR Data Fusion Considering Crossmodal Geometric Structures. IEEE Trans. Instrum. Meas. 73: 1-16 (2024) - [c66]Jin Xu, Yuanchao Su, Lianru Gao, Xu Sun, Longfei Ren, Zhiqing Zhu, Mengying Jiang:
MTSANet: Multi-Head Two-Stream Attention Networks for Unsupervised Hyperspectral Image Super-Resolution. IGARSS 2024: 7738-7741 - [c65]Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Yi Liu, Yao Liu, Bing Zhang:
Information Entropy Estimation Based on Point-Set Topology for Hyperspectral Anomaly Detection. IGARSS 2024: 8209-8213 - [c64]Zhi Li, Ke Zheng, Longfei Ren, Yi Liu, Lianru Gao:
Hyperspectral Image Classification via Inverse Mahalanobis Attention Network. IGARSS 2024: 8717-8720 - [c63]Sheng Li, Ruoqing Xu, Yuanchao Su, Lianru Gao, Xu Sun, Longfei Ren, Zhiqing Zhu:
DAMS: Dilated Attention with Multi-Stream Learning for Super-Resolution of Hyperspectral Remote Sensing Images. IGARSS 2024: 8995-8998 - [c62]Luyang Cai, Shuyi Xu, He Sun, Xu Sun, Lina Yang, Lianru Gao:
Primary Modality Guided Multimodal Change Detection. IGARSS 2024: 10323-10327 - [c61]Shuyi Xu, Luyang Cai, He Sun, Xu Sun, Lina Yang, Lianru Gao:
Adaptive Endmembers Learning-Based Deep Unmixing Network for Hyperspectral Change Detection. IGARSS 2024: 10333-10337 - [i13]Yanheng Wang, Xiaohan Yu, Yongsheng Gao, Jianjun Sha, Jian Wang, Lianru Gao, Yonggang Zhang, Xianhui Rong:
SpectralKAN: Kolmogorov-Arnold Network for Hyperspectral Images Change Detection. CoRR abs/2407.00949 (2024) - 2023
- [j128]Degang Wang, Lianru Gao, Ying Qu, Xu Sun, Wenzhi Liao:
Frequency-to-spectrum mapping GAN for semisupervised hyperspectral anomaly detection. CAAI Trans. Intell. Technol. 8(4): 1258-1273 (2023) - [j127]Haotian Zhang, Jing Yao, Li Ni, Lianru Gao, Min Huang:
Multimodal Attention-Aware Convolutional Neural Networks for Classification of Hyperspectral and LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3635-3644 (2023) - [j126]Yuanchao Su, Lianru Gao, Mengying Jiang, Antonio Plaza, Xu Sun, Bing Zhang:
NSCKL: Normalized Spectral Clustering With Kernel-Based Learning for Semisupervised Hyperspectral Image Classification. IEEE Trans. Cybern. 53(10): 6649-6662 (2023) - [j125]Lianru Gao, Jiaxin Li, Ke Zheng, Xiuping Jia:
Enhanced Autoencoders With Attention-Embedded Degradation Learning for Unsupervised Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j124]Lianru Gao, Xiaotong Sun, Xu Sun, Lina Zhuang, Qian Du, Bing Zhang:
Hyperspectral Anomaly Detection Based on Chessboard Topology. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j123]Lianru Gao, Degang Wang, Lina Zhuang, Xu Sun, Min Huang, Antonio Plaza:
BS3LNet: A New Blind-Spot Self-Supervised Learning Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j122]Jiaxin Li, Ke Zheng, Zhi Li, Lianru Gao, Xiuping Jia:
X-Shaped Interactive Autoencoders With Cross-Modality Mutual Learning for Unsupervised Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j121]Longfei Ren, Danfeng Hong, Lianru Gao, Xu Sun, Min Huang, Jocelyn Chanussot:
Hyperspectral Sparse Unmixing via Nonconvex Shrinkage Penalties. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j120]Longfei Ren, Danfeng Hong, Lianru Gao, Xu Sun, Min Huang, Jocelyn Chanussot:
Orthogonal Subspace Unmixing to Address Spectral Variability for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j119]Yuanchao Su, Jiangyi Chen, Lianru Gao, Antonio Plaza, Mengying Jiang, Xiang Xu, Xu Sun, Pengfei Li:
ACGT-Net: Adaptive Cuckoo Refinement-Based Graph Transfer Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j118]Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Bing Zhang:
Information Retrieval With Chessboard-Shaped Topology for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j117]Yanheng Wang, Jianjun Sha, Lianru Gao, Yonggang Zhang, Xianhui Rong, Ce Zhang:
A Semi-Supervised Domain Alignment Transformer for Hyperspectral Images Change Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - [j116]Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio J. Plaza:
PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j115]Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio Plaza:
BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j114]Wenbo Yu, Lianru Gao, He Huang, Yi Shen, Gangxiang Shen:
HI2D2FNet: Hyperspectral Intrinsic Image Decomposition Guided Data Fusion Network for Hyperspectral and LiDAR Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j113]Xuming Zhang, Yuanchao Su, Lianru Gao, Lorenzo Bruzzone, Xingfa Gu, Qingjiu Tian:
A Lightweight Transformer Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j112]Tianwei Zhang, Xu Sun, Lina Zhuang, Xiaoyu Dong, Lianru Gao, Bing Zhang, Ke Zheng:
FFN: Fountain Fusion Net for Arbitrary-Oriented Object Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [c60]Haoyang Yu, Zhixin Ling, Ke Zheng, Jiaxin Li, Siqi Liang, Lianru Gao:
Unsupervised Dynamic Convolutional Neural Network Model for Hyperspectral and Multispectral Image Fusion. IGARSS 2023: 6270-6273 - [c59]Jiaxin Li, Ke Zheng, Lianru Gao, Li Ni:
Interactive Autoencoders With Degradation Constraint For Hyperspectral Super-Resolution. IGARSS 2023: 7447-7450 - [c58]Jiaxin Li, Ke Zheng, Li Ni, Lianru Gao:
A New Unsupervised Network for Hyperspectral and Multispectral Image Fusion. WHISPERS 2023: 1-5 - [c57]Longfei Ren, Minghua Wang, Xu Sun, Lianru Gao, Min Huang:
Hyperspectral Anomaly Detection Via Nonconvex Low-Rank Representation. WHISPERS 2023: 1-5 - 2022
- [j111]Weiqiang Rao, Ying Qu, Lianru Gao, Xu Sun, Yuanfeng Wu, Bing Zhang:
Transferable network with Siamese architecture for anomaly detection in hyperspectral images. Int. J. Appl. Earth Obs. Geoinformation 106: 102669 (2022) - [j110]Jiaxin Li, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot:
Deep learning in multimodal remote sensing data fusion: A comprehensive review. Int. J. Appl. Earth Obs. Geoinformation 112: 102926 (2022) - [j109]Zhu Han, Danfeng Hong, Lianru Gao, Swalpa Kumar Roy, Bing Zhang, Jocelyn Chanussot:
Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j108]Danfeng Hong, Lianru Gao, Renlong Hang, Bing Zhang, Jocelyn Chanussot:
Deep Encoder-Decoder Networks for Classification of Hyperspectral and LiDAR Data. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j107]Danfeng Hong, Xin Wu, Lianru Gao, Bing Zhang, Jocelyn Chanussot:
Learning Locality-Constrained Sparse Coding for Spectral Enhancement of Multispectral Imagery. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j106]Jiaxin Li, Ke Zheng, Jing Yao, Lianru Gao, Danfeng Hong:
Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j105]Yuanchao Su, Mengying Jiang, Lianru Gao, Xu Sun, Xueer You, Pengfei Li:
Graph-Cut-Based Collaborative Node Embeddings for Hyperspectral Images Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j104]Bing Zhang, Yashinov Aziz, Zhicheng Wang, Lina Zhuang, Michael K. Ng, Lianru Gao:
Hyperspectral Image Stripe Detection and Correction Using Gabor Filters and Subspace Representation. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j103]Hezhi Sun, Ming Liu, Ke Zheng, Dong Yang, Jindong Li, Lianru Gao:
Hyperspectral Image Denoising via Low-Rank Representation and CNN Denoiser. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 716-728 (2022) - [j102]Bing Zhang, Yuanfeng Wu, Boya Zhao, Jocelyn Chanussot, Danfeng Hong, Jing Yao, Lianru Gao:
Progress and Challenges in Intelligent Remote Sensing Satellite Systems. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1814-1822 (2022) - [j101]Lian Liu, Danfeng Hong, Li Ni, Lianru Gao:
Multilayer Cascade Screening Strategy for Semi-Supervised Change Detection in Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1926-1940 (2022) - [j100]Shuo Wang, Wei Feng, Yinghui Quan, Wenxing Bao, Gabriel Dauphin, Lianru Gao, Xian Zhong, Mengdao Xing:
Subfeature Ensemble-Based Hyperspectral Anomaly Detection Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 5943-5952 (2022) - [j99]Zhu Han, Danfeng Hong, Lianru Gao, Bing Zhang, Min Huang, Jocelyn Chanussot:
AutoNAS: Automatic Neural Architecture Search for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j98]Shuxian Dong, Wei Feng, Yinghui Quan, Gabriel Dauphin, Lianru Gao, Mengdao Xing:
Deep Ensemble CNN Method Based on Sample Expansion for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j97]Lianru Gao, Zhu Han, Danfeng Hong, Bing Zhang, Jocelyn Chanussot:
CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j96]Lianru Gao, Zhicheng Wang, Lina Zhuang, Haoyang Yu, Bing Zhang, Jocelyn Chanussot:
Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j95]Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Jocelyn Chanussot:
Multimodal Hyperspectral Unmixing: Insights From Attention Networks. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j94]Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j93]Wenfei Luo, Lianru Gao, Danfeng Hong, Jocelyn Chanussot:
Endmember Purification With Affine Simplicial Cone Model. IEEE Trans. Geosci. Remote. Sens. 60: 1-23 (2022) - [j92]Weiqiang Rao, Lianru Gao, Ying Qu, Xu Sun, Bing Zhang, Jocelyn Chanussot:
Siamese Transformer Network for Hyperspectral Image Target Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j91]Xiaotong Sun, Ying Qu, Lianru Gao, Xu Sun, Hairong Qi, Bing Zhang, Ting Shen:
Ensemble-Based Information Retrieval With Mass Estimation for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-23 (2022) - [j90]Yanheng Wang, Danfeng Hong, Jianjun Sha, Lianru Gao, Lian Liu, Yonggang Zhang, Xianhui Rong:
Spectral-Spatial-Temporal Transformers for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j89]Zhicheng Wang, Michael K. Ng, Lina Zhuang, Lianru Gao, Bing Zhang:
Nonlocal Self-Similarity-Based Hyperspectral Remote Sensing Image Denoising With 3-D Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j88]Ke Zheng, Lianru Gao, Danfeng Hong, Bing Zhang, Jocelyn Chanussot:
NonRegSRNet: A Nonrigid Registration Hyperspectral Super-Resolution Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j87]Lina Zhuang, Lianru Gao, Bing Zhang, Xiyou Fu, José M. Bioucas-Dias:
Hyperspectral Image Denoising and Anomaly Detection Based on Low-Rank and Sparse Representations. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j86]Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang:
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6518-6531 (2022) - [c56]Yuanchao Su, Mengying Jiang, Lianru Gao, Xueer You, Xu Sun, Pengfei Li:
Graph-Cut-Based Node Embedding for Dimensionality Reduction and Classification of Hyperspectral Remote Sensing Images. IGARSS 2022: 1720-1723 - [c55]Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Jocelyn Chanussot:
Multimodal Hyperspectral Unmixing via Attention Networks. IGARSS 2022: 1784-1787 - [c54]Jing Yao, Danfeng Hong, Lianru Gao, Jocelyn Chanussot:
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification. IGARSS 2022: 4807-4810 - [c53]Longfei Ren, Danfeng Hong, Xu Sun, Lianru Gao, Min Huang:
Hyperspectral Sparse Unmixing Via Firm Thresholding Mapping. WHISPERS 2022: 1-5 - [i12]Jiaxin Li, Danfeng Hong, Lianru Gao, Jing Yao, Ke Zheng, Bing Zhang, Jocelyn Chanussot:
Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review. CoRR abs/2205.01380 (2022) - [i11]Minghua Wang, Danfeng Hong, Zhu Han, Jiaxin Li, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot:
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review. CoRR abs/2205.06407 (2022) - 2021
- [j85]Yanheng Wang, Lianru Gao, Danfeng Hong, Jianjun Sha, Lian Liu, Bing Zhang, Xianhui Rong, Yonggang Zhang:
Mask DeepLab: End-to-end image segmentation for change detection in high-resolution remote sensing images. Int. J. Appl. Earth Obs. Geoinformation 104: 102582 (2021) - [j84]Wei Feng, Yinghui Quan, Gabriel Dauphin, Qiang Li, Lianru Gao, Wenjiang Huang, Junshi Xia, Wentao Zhu, Mengdao Xing:
Semi-supervised rotation forest based on ensemble margin theory for the classification of hyperspectral image with limited training data. Inf. Sci. 575: 611-638 (2021) - [j83]Haoyang Yu, Xiao-Di Shang, Xiao Zhang, Lianru Gao, Meiping Song, Jiaochan Hu:
Hyperspectral Image Classification Based on Adjacent Constraint Representation. IEEE Geosci. Remote. Sens. Lett. 18(4): 707-711 (2021) - [j82]Zhu Han, Danfeng Hong, Lianru Gao, Bing Zhang, Jocelyn Chanussot:
Deep Half-Siamese Networks for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 18(11): 1996-2000 (2021) - [j81]Boya Zhao, Yuanfeng Wu, Xinran Guan, Lianru Gao, Bing Zhang:
An Improved Aggregated-Mosaic Method for the Sparse Object Detection of Remote Sensing Imagery. Remote. Sens. 13(13): 2602 (2021) - [j80]Xuemei Zhao, Danfeng Hong, Lianru Gao, Bing Zhang, Jocelyn Chanussot:
Transferable Deep Learning from Time Series of Landsat Data for National Land-Cover Mapping with Noisy Labels: A Case Study of China. Remote. Sens. 13(21): 4194 (2021) - [j79]Qinzhe Lv, Wei Feng, Yinghui Quan, Gabriel Dauphin, Lianru Gao, Mengdao Xing:
Enhanced-Random-Feature-Subspace-Based Ensemble CNN for the Imbalanced Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3988-3999 (2021) - [j78]Shuxian Dong, Yinghui Quan, Wei Feng, Gabriel Dauphin, Lianru Gao, Mengdao Xing:
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. 14: 4101-4114 (2021) - [j77]Xiaoyu Dong, Xu Sun, Xiuping Jia, Zhihong Xi, Lianru Gao, Bing Zhang:
Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks. IEEE Trans. Geosci. Remote. Sens. 59(2): 1618-1633 (2021) - [j76]Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot:
Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning. IEEE Trans. Geosci. Remote. Sens. 59(3): 2269-2280 (2021) - [j75]Ke Zheng, Lianru Gao, Wenzhi Liao, Danfeng Hong, Bing Zhang, Ximin Cui, Jocelyn Chanussot:
Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution. IEEE Trans. Geosci. Remote. Sens. 59(3): 2487-2502 (2021) - [j74]Hongmin Gao, Yao Yang, Chenming Li, Lianru Gao, Bing Zhang:
Multiscale Residual Network With Mixed Depthwise Convolution for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(4): 3396-3408 (2021) - [j73]Xiaoyu Dong, Longguang Wang, Xu Sun, Xiuping Jia, Lianru Gao, Bing Zhang:
Remote Sensing Image Super-Resolution Using Second-Order Multi-Scale Networks. IEEE Trans. Geosci. Remote. Sens. 59(4): 3473-3485 (2021) - [j72]Xiaotong Sun, Ying Qu, Lianru Gao, Xu Sun, Hairong Qi, Bing Zhang, Ting Shen:
Target Detection Through Tree-Structured Encoding for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 59(5): 4233-4249 (2021) - [j71]Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang:
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 59(5): 4340-4354 (2021) - [j70]Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
Graph Convolutional Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(7): 5966-5978 (2021) - [j69]Ying Qu, Razieh Kaviani Baghbaderani, Wei Li, Lianru Gao, Yuxiang Zhang, Hairong Qi:
Physically Constrained Transfer Learning Through Shared Abundance Space for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(12): 10455-10472 (2021) - [c52]Lian Liu, Danfeng Hong, Lianru Gao:
Change Detection for Hyperspectral Imagery Based on Multi-layer Cascade Screening Strategy. CIKM Workshops 2021 - [c51]Danfeng Hong, Xin Wu, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot:
Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction. IGARSS 2021: 282-285 - [c50]Hao Zhang, Haoyang Yu, Zhen Xu, Ke Zheng, Lianru Gao:
A Novel Classification Framework for Hyperspectral Image Classification Based on Multi-Scale Dense Network. IGARSS 2021: 2238-2241 - [c49]Zhu Han, Danfeng Hong, Lianru Gao, Jocelyn Chanussot, Bing Zhang:
EvoNAS: Evolvable Neural Architecture Search for Hyperspectral Unmixing. IGARSS 2021: 3325-3328 - [c48]Qinzhe Lv, Wei Feng, Yinghui Quan, Qiang Li, Gabriel Dauphin, Lianru Gao, Guoping Zhao, Mengdao Xing:
Ensemble CNN with Enhanced Feature Subspaces for Imbalanced Hyperspectral Image Classification. IGARSS 2021: 3669-3672 - [c47]Danfeng Hong, Lianru Gao, Xin Wu, Jing Yao, Naoto Yokoya, Bing Zhang:
A Unified Multimodal Deep Learning Framework For Remote Sensing Imagery Classification. WHISPERS 2021: 1-5 - [c46]Danfeng Hong, Lianru Gao, Xin Wu, Jing Yao, Bing Zhang:
Revisiting Graph Convolutional Networks with Mini-Batch Sampling for Hyperspectral Image Classification. WHISPERS 2021: 1-5 - [c45]