default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDLianru Gao
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j151]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)- [j150]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) - [j149]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) - [j148]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) - [j147]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) - [j146]Boya Zhao, Zihan Qin, Yuanfeng Wu, Yuhang Song, Haoyang Yu, Lianru Gao:
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. 17: 19343-19360 (2024) - [j145]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) - [j144]Zhu Han, Ce Zhang, Lianru Gao, Zhiqiang Zeng, Michael K. Ng, Bing Zhang, Jocelyn Chanussot:
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j143]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) - [j142]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) - [j141]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) - [j140]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) - [j139]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) - [j138]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) - [j137]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) - [j136]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) - [j135]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) - [j134]Haoyang Yu, Zhixin Ling, Ke Zheng, Lianru Gao, Jiaxin Li, Jocelyn Chanussot:
Unsupervised Hyperspectral and Multispectral Image Fusion With Deep Spectral-Spatial Collaborative Constraint. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j133]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) - [j132]Wenjuan Zhang, Ruiqi Sun, Zhen Li, Lianru Gao, Jiaxin Li, Bin Zhao, Bing Zhang:
Non-Local Similarity-Based Attentive Graph Convolution Network for Remote Sensing Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j131]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) - [j130]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) - [j129]Lina Zhuang, Michael Ng, Lianru Gao, Joseph Michalski, Zhicheng Wang:
Eigenimage2Eigenimage (E2E): A Self-Supervised Deep Learning Network for Hyperspectral Image Denoising. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16262-16276 (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]Zhen Xu, Haoyang Yu, Ke Zheng, Lianru Gao, Meiping Song:
A Novel Classification Framework for Hyperspectral Image Classification Based on Multiscale Spectral-Spatial Convolutional Network. WHISPERS 2021: 1-5 - [i10]Danfeng Hong, Wei He, Naoto Yokoya, Jing Yao, Lianru Gao, Liangpei Zhang, Jocelyn Chanussot, Xiao Xiang Zhu:
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing. CoRR abs/2103.01449 (2021) - [i9]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. CoRR abs/2103.07437 (2021) - [i8]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. CoRR abs/2103.16204 (2021) - [i7]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. CoRR abs/2105.10194 (2021) - [i6]Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers. CoRR abs/2107.02988 (2021) - 2020
- [j68]Lianru Gao, Daixin Gu, Lina Zhuang, Jinchang Ren, Dong Yang, Bing Zhang:
Combining t-Distributed Stochastic Neighbor Embedding With Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(8): 1368-1372 (2020) - [j67]Haoyang Yu, Lianru Gao, Jun Li, Bing Zhang:
Subspace-based multitask learning framework for hyperspectral imagery classification. Multim. Tools Appl. 79(13-14): 8887-8909 (2020) - [j66]Xiaochen Yang, Mingzhi Dong, Ziyu Wang, Lianru Gao, Lefei Zhang, Jing-Hao Xue:
Data-augmented matched subspace detector for hyperspectral subpixel target detection. Pattern Recognit. 106: 107464 (2020) - [j65]Yao Liu, Lianru Gao, Chenchao Xiao, Ying Qu, Ke Zheng, Andrea Marinoni:
Hyperspectral Image Classification Based on a Shuffled Group Convolutional Neural Network with Transfer Learning. Remote. Sens. 12(11): 1780 (2020) - [j64]Yinghui Quan, Xian Zhong, Wei Feng, Gabriel Dauphin, Lianru Gao, Mengdao Xing:
A Novel Feature Extension Method for the Forest Disaster Monitoring Using Multispectral Data. Remote. Sens. 12(14): 2261 (2020) - [j63]Haoyang Yu, Xiao Zhang, Meiping Song, Jiaochan Hu, Qiandong Guo, Lianru Gao:
Hyperspectral Imagery Classification Based on Multiscale Superpixel-Level Constraint Representation. Remote. Sens. 12(20): 3342 (2020) - [j62]Zhicheng Wang, Lina Zhuang, Lianru Gao, Andrea Marinoni, Bing Zhang, Michael K. Ng:
Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps. Remote. Sens. 12(24): 4117 (2020) - [j61]Haoyang Yu, Xiao Zhang, Chunyan Yu, Lianru Gao, Bing Zhang:
Neighborhood Activity-Driven Representation for Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4506-4517 (2020) - [j60]Mengmeng Zhang, Wei Li, Qian Du, Lianru Gao, Bing Zhang:
Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN. IEEE Trans. Cybern. 50(1): 100-111 (2020) - [j59]Haoyang Yu, Lianru Gao, Wenzhi Liao, Bing Zhang, Lina Zhuang, Meiping Song, Jocelyn Chanussot:
Global Spatial and Local Spectral Similarity-Based Manifold Learning Group Sparse Representation for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 58(5): 3043-3056 (2020) - [c44]Haoyang Yu, Xiao Zhang, Meiping Song, Jiaochan Hu, Lianru Gao:
Superpixel-Level Constraint Representation for Hyperspectral Imagery Classification. IGARSS 2020: 56-59 - [c43]Zengfu Hou, Wei Li, Lianru Gao, Bing Zhang, Pengge Ma, Junling Sun:
A Background Refinement Collaborative Representation Method with Saliency Weight for Hyperspectral Anomaly Detection. IGARSS 2020: 2412-2415 - [c42]Shujuan Yin, Zheyu Liu, Guihong Li, Fei Qiao, Qi Wei, Yuanfeng Wu, Lianru Gao, Xinjun Liu, Huazhong Yang:
RARA: Dataflow Based Error Compensation Methods with Runtime Accuracy-Reconfigurable Adder. ISQED 2020: 60-66 - [i5]Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot:
Spectral Superresolution of Multispectral Imagery with Joint Sparse and Low-Rank Learning. CoRR abs/2007.14006 (2020) - [i4]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. CoRR abs/2007.14007 (2020) - [i3]Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
Graph Convolutional Networks for Hyperspectral Image Classification. CoRR abs/2008.02457 (2020) - [i2]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. CoRR abs/2008.05457 (2020) - [i1]Ying Qu, Razieh Kaviani Baghbaderani, Wei Li, Lianru Gao, Hairong Qi:
Physically-Constrained Transfer Learning through Shared Abundance Space for Hyperspectral Image Classification. CoRR abs/2008.08563 (2020)
2010 – 2019
- 2019
- [j58]Wenfei Luo, Lianru Gao, Ruihao Zhang, Andrea Marinoni, Bing Zhang:
Bilinear normal mixing model for spectral unmixing. IET Image Process. 13(2): 344-354 (2019) - [j57]Peng Zhang, Haixia He, Lianru Gao:
A nonlinear and explicit framework of supervised manifold-feature extraction for hyperspectral image classification. Neurocomputing 337: 315-324 (2019) - [j56]Yuanfeng Wu, Sebastián López, Bing Zhang, Fei Qiao, Lianru Gao:
Approximate computing for onboard anomaly detection from hyperspectral images. J. Real Time Image Process. 16(1): 99-114 (2019) - [j55]Cong Li, Lianru Gao, Antonio Plaza, Bing Zhang:
FPGA implementation of a maximum simplex volume algorithm for endmember extraction from remotely sensed hyperspectral images. J. Real Time Image Process. 16(5): 1681-1694 (2019) - [j54]Xuemei Zhao, Lianru Gao, Zhengchao Chen, Bing Zhang, Wenzhi Liao, Xuan Yang:
An Entropy and MRF Model-Based CNN for Large-Scale Landsat Image Classification. IEEE Geosci. Remote. Sens. Lett. 16(7): 1145-1149 (2019) - [j53]Ke Zheng, Lianru Gao, Qiong Ran, Ximin Cui, Bing Zhang, Wenzhi Liao, Sen Jia:
Separable-spectral convolution and inception network for hyperspectral image super-resolution. Int. J. Mach. Learn. Cybern. 10(10): 2593-2607 (2019) - [j52]Xiaochen Yang, Lefei Zhang, Lianru Gao, Jing-Hao Xue:
MSDH: Matched subspace detector with heterogeneous noise. Pattern Recognit. Lett. 125: 701-707 (2019) - [j51]Qiaoqiao Shi, Wei Li, Ran Tao, Xu Sun, Lianru Gao:
Ship Classification Based on Multifeature Ensemble with Convolutional Neural Network. Remote. Sens. 11(4): 419 (2019) - [j50]Xuran Pan, Fan Yang, Lianru Gao, Zhengchao Chen, Bing Zhang, Hairui Fan, Jinchang Ren:
Building Extraction from High-Resolution Aerial Imagery Using a Generative Adversarial Network with Spatial and Channel Attention Mechanisms. Remote. Sens. 11(8): 917 (2019) - [j49]Liwei Li, Zhi Yan, Qian Shen, Gang Cheng, Lianru Gao, Bing Zhang:
Water Body Extraction from Very High Spatial Resolution Remote Sensing Data Based on Fully Convolutional Networks. Remote. Sens. 11(10): 1162 (2019) - [j48]Zhengchao Chen, Kaixuan Lu, Lianru Gao, Baipeng Li, Jianwei Gao, Xuan Yang, Mufeng Yao, Bing Zhang:
Automatic Detection of Track and Fields in China from High-Resolution Satellite Images Using Multi-Scale-Fused Single Shot MultiBox Detector. Remote. Sens. 11(11): 1377 (2019) - [j47]Ximin Cui, Ke Zheng, Lianru Gao, Bing Zhang, Dong Yang, Jinchang Ren:
Multiscale Spatial-Spectral Convolutional Network with Image-Based Framework for Hyperspectral Imagery Classification. Remote. Sens. 11(19): 2220 (2019) - [j46]Xiaoyu Dong, Zhihong Xi, Xu Sun, Lianru Gao:
Transferred Multi-Perception Attention Networks for Remote Sensing Image Super-Resolution. Remote. Sens. 11(23): 2857 (2019) - [j45]Jianwei Gao, Yi Sun, Bing Zhang, Zhengchao Chen, Lianru Gao, Wenjuan Zhang:
Multi-GPU Based Parallel Design of the Ant Colony Optimization Algorithm for Endmember Extraction from Hyperspectral Images. Sensors 19(3): 598 (2019) - [j44]Lianru Gao, Yiqun He, Xu Sun, Xiuping Jia, Bing Zhang:
Incorporating Negative Sample Training for Ship Detection Based on Deep Learning. Sensors 19(3): 684 (2019) - [c41]Wenzhi Liao, Daniel Ochoa, Lianru Gao, Bing Zhang, Wilfried Philips:
Morphological Analysis for Banana Disease Detection in Close Range Hyperspectral Remote Sensing Images. IGARSS 2019: 3697-3700 - 2018
- [j43]Qiaoqiao Shi, Wei Li, Fan Zhang, Wei Hu, Xu Sun, Lianru Gao:
Deep CNN With Multi-Scale Rotation Invariance Features for Ship Classification. IEEE Access 6: 38656-38668 (2018) - [j42]Wenzhi Liao, Frieke Van Coillie, Lianru Gao, Liwei Li, Bing Zhang, Jocelyn Chanussot:
Deep Learning for Fusion of APEX Hyperspectral and Full-Waveform LiDAR Remote Sensing Data for Tree Species Mapping. IEEE Access 6: 68716-68729 (2018) - [j41]Chen Chen, Wei Li, Lianru Gao, Heng-Chao Li, Javier Plaza:
Special issue on advances in real-time image processing for remote sensing. J. Real Time Image Process. 15(3): 435-438 (2018) - [j40]Cong Li, Lianru Gao, Yuanfeng Wu, Bing Zhang, Javier Plaza, Antonio Plaza:
A real-time unsupervised background extraction-based target detection method for hyperspectral imagery. J. Real Time Image Process. 15(3): 597-615 (2018) - [j39]Jingjing Wu, Yu Jin, Wei Li, Lianru Gao, Bing Zhang:
FPGA implementation of collaborative representation algorithm for real-time hyperspectral target detection. J. Real Time Image Process. 15(3): 673-685 (2018) - [j38]Maofeng Tang, Bing Zhang, Andrea Marinoni, Lianru Gao, Paolo Gamba:
Multiharmonic Postnonlinear Mixing Model for Hyperspectral Nonlinear Unmixing. IEEE Geosci. Remote. Sens. Lett. 15(11): 1765-1769 (2018) - [j37]Xuran Pan, Lianru Gao, Andrea Marinoni, Bing Zhang, Fan Yang, Paolo Gamba:
Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network. Remote. Sens. 10(5): 743 (2018) - [j36]Jianhang Ma, Wenjuan Zhang, Andrea Marinoni, Lianru Gao, Bing Zhang:
An Improved Spatial and Temporal Reflectance Unmixing Model to Synthesize Time Series of Landsat-Like Images. Remote. Sens. 10(9): 1388 (2018) - [j35]Haoyang Yu, Lianru Gao, Wenzhi Liao, Bing Zhang:
Group Sparse Representation Based on Nonlocal Spatial and Local Spectral Similarity for Hyperspectral Imagery Classification. Sensors 18(6): 1695 (2018) - [j34]Xuran Pan, Lianru Gao, Bing Zhang, Fan Yang, Wenzhi Liao:
High-Resolution Aerial Imagery Semantic Labeling with Dense Pyramid Network. Sensors 18(11): 3774 (2018) - [j33]Maofeng Tang, Lianru Gao, Andrea Marinoni, Paolo Gamba, Bing Zhang:
Integrating Spatial Information in the Normalized P-Linear Algorithm for Nonlinear Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1179-1190 (2018) - [j32]Changyu Zhu, Jun Li, Shaoquan Zhang, Changshan Wu, Bing Zhang, Lianru Gao, Antonio Plaza:
Impervious Surface Extraction From Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 4775-4790 (2018) - [j31]Xiaodong Xu, Wei Li, Qiong Ran, Qian Du, Lianru Gao, Bing Zhang:
Multisource Remote Sensing Data Classification Based on Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 56(2): 937-949 (2018) - [c40]Xuemei Zhao, Lianru Gao, Zhengchao Chen, Bing Zhang, Wenzhi Liao:
CNN-based Large Scale Landsat Image Classification. APSIPA 2018: 611-617 - [c39]Xuran Pan, Lianru Gao, Bing Zhang, Fan Yang, Wenzhi Liao:
Dense Pyramid Network for Semantic Segmentation of High Resolution Aerial Imagery. BICS 2018: 362-369 - [c38]Yiqun He, Xu Sun, Lianru Gao, Bing Zhang:
Ship Detection Without Sea-Land Segmentation for Large-Scale High-Resolution Optical Satellite Images. IGARSS 2018: 717-720 - [c37]Yuanfeng Wu, Lianru Gao, Wenzhi Liao, Paolo Gamba, Bing Zhang:
Potential Analysis of Feature Extraction Based Quick Response for Environmental Change with Social Media Photos. IGARSS 2018: 1132-1135 - [c36]Haoyang Yu, Lianru Gao, Wenzhi Liao, Paolo Gamba, Bing Zhang:
Global Spatial and Local Spectral Similarity-Based Group Sparse Representation for Hyperspectral Imagery Classification. IGARSS 2018: 3579-3582 - [c35]Xu Sun, Qian Peng, Bing Zhang, Lianru Gao, Lina Yang:
Constraint Non-Negative Matrix Factorization With Sparseness and Piece wise Smoothness for Hyperspectral Unmixing. WHISPERS 2018: 1-5 - 2017
- [j30]Bin Zhao, Lianru Gao, Wenzhi Liao, Bing Zhang:
A new kernel method for hyperspectral image feature extraction. Geo spatial Inf. Sci. 20(4): 309-318 (2017) - [j29]Haoyang Yu, Lianru Gao, Wei Li, Qian Du, Bing Zhang:
Locality Sensitive Discriminant Analysis for Group Sparse Representation-Based Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. 14(8): 1358-1362 (2017) - [j28]Haoyang Yu, Lianru Gao, Wenzhi Liao, Bing Zhang, Aleksandra Pizurica, Wilfried Philips:
Multiscale Superpixel-Level Subspace-Based Support Vector Machines for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 14(11): 2142-2146 (2017) - [j27]Lianru Gao, Bin Zhao, Xiuping Jia, Wenzhi Liao, Bing Zhang:
Optimized Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification. Remote. Sens. 9(6): 548 (2017) - [j26]Lianru Gao, Dan Yao, Qingting Li, Lina Zhuang, Bing Zhang, José M. Bioucas-Dias:
A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping. Remote. Sens. 9(11): 1145 (2017) - [c34]Maofeng Tang, Lianru Gao, Andrea Marinoni, Bing Zhang:
Nonlinear hyperspectral unmixing based on normalized P-linear algorithm. IGARSS 2017: 1145-1148 - [c33]Wenzhi Liao, Frieke Van Coillie, Liwei Li, Bin Zhao, Lianru Gao, Wilfried Philips, Bing Zhang:
Fusion of multi-scale hyperspectral and lidar features for tree species mapping. IGARSS 2017: 2879-2882 - [c32]Dan Yao, Lina Zhuang, Lianru Gao, Bing Zhang, José M. Bioucas-Dias:
Hyperspectral image inpainting based on low-rank representation: A case study on Tiangong-1 data. IGARSS 2017: 3409-3412 - 2016
- [j25]Lianru Gao, Lina Zhuang, Bing Zhang:
Region-Based Estimate of Endmember Variances for Hyperspectral Image Unmixing. IEEE Geosci. Remote. Sens. Lett. 13(12): 1807-1811 (2016) - [j24]Liwei Li, Bing Zhang, Wei Li, Lianru Gao:
Orthogonal polynomial function fitting for hyperspectral data representation and discrimination. Pattern Recognit. Lett. 83: 160-168 (2016) - [j23]Haoyang Yu, Lianru Gao, Jun Li, Shan Shan Li, Bing Zhang, Jón Atli Benediktsson:
Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields. Remote. Sens. 8(4): 355 (2016) - [j22]Lianru Gao, Lina Zhuang, Yuanfeng Wu, Xu Sun, Bing Zhang:
A quantitative and comparative analysis of different preprocessing implementations of DPSO: a robust endmember extraction algorithm. Soft Comput. 20(12): 4669-4683 (2016) - [j21]Wenfei Luo, Lianru Gao, Antonio Plaza, Andrea Marinoni, Bin Yang, Liang Zhong, Paolo Gamba, Bing Zhang:
A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(12): 5776-5790 (2016) - [j20]Yuanfeng Wu, Xinghua Yang, Antonio Plaza, Fei Qiao, Lianru Gao, Bing Zhang, Yabo Cui:
Approximate Computing of Remotely Sensed Data: SVM Hyperspectral Image Classification as a Case Study. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(12): 5806-5818 (2016) - [c31]Liang Zhong, Wenfei Luo, Lianru Gao:
A particle swarm optimization algorithm for unmixing the polynomial post-nonlinear mixing model. CISP-BMEI 2016: 596-600 - [c30]Liang Zhong, Wenfei Luo, Lianru Gao:
Particle swarm optimization for nonlinear spectral unmixing: A case study of generalized bilinear model. ICNC-FSKD 2016: 211-217 - [c29]Bin Zhao, Lianru Gao, Bing Zhang:
An optimized method of kernel minimum noise fraction for dimensionality reduction of hyperspectral imagery. IGARSS 2016: 48-51 - [c28]Haoyang Yu, Lianru Gao, Jun Li, Bing Zhang:
Spectral-spatial classification based on subspace support vector machine and Markov random field. IGARSS 2016: 2783-2786 - [c27]Qiandong Guo, Ruiliang Pu, Bing Zhang, Lianru Gao:
A comparative study of coastline changes at Tampa Bay and Xiangshan Harbor during the last 30 years. IGARSS 2016: 5185-5188 - [c26]Jianwei Gao, Zhengchao Chen, Lianru Gao, Bing Zhang:
GPU implementation of ant colony optimization-based band selections for hyperspectral data classification. WHISPERS 2016: 1-4 - [c25]Yuanchao Su, Xu Sun, Lianru Gao, Jun Li, Bing Zhang:
Improved discrete swarm intelligence algorithms for endmember extraction in hyperspectral remote sensing image. WHISPERS 2016: 1-4 - 2015
- [j19]Lianru Gao, Jun Li, Mahdi Khodadadzadeh, Antonio J. Plaza, Bing Zhang, Zhijian He, Huiming Yan:
Subspace-Based Support Vector Machines for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12(2): 349-353 (2015) - [j18]Lianru Gao, Bin Yang, Qian Du, Bing Zhang:
Adjusted Spectral Matched Filter for Target Detection in Hyperspectral Imagery. Remote. Sens. 7(6): 6611-6634 (2015) - [j17]Xu Sun, Lina Yang, Bing Zhang, Lianru Gao, Jianwei Gao:
An Endmember Extraction Method Based on Artificial Bee Colony Algorithms for Hyperspectral Remote Sensing Images. Remote. Sens. 7(12): 16363-16383 (2015) - [j16]Lianru Gao, Jianwei Gao, Jun Li, Antonio Plaza, Lina Zhuang, Xu Sun, Bing Zhang:
Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2569-2582 (2015) - [j15]Lina Zhuang, Bing Zhang, Lianru Gao, Jun Li, Antonio Plaza:
Normal Endmember Spectral Unmixing Method for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2598-2606 (2015) - [j14]Bin Yang, Minhua Yang, Antonio Plaza, Lianru Gao, Bing Zhang:
Dual-Mode FPGA Implementation of Target and Anomaly Detection Algorithms for Real-Time Hyperspectral Imaging. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2950-2961 (2015) - [c24]Cong Li, Lianru Gao, Antonio Plaza, Bing Zhang:
FPGA implementation of a maximum volume algorithm for endmember extraction from hyperspectral imagery. WHISPERS 2015: 1-4 - [c23]Qingting Li, Lianru Gao, Wenjuan Zhang, Bing Zhang:
Requirements and optimization of sensor parameters for mineral extraction. WHISPERS 2015: 1-4 - [c22]Liwei Li, Bing Zhang, Lianru Gao:
An empirical study of urban mapping in a chain approach. WHISPERS 2015: 1-4 - [c21]Li Ni, Hua Wu, Bing Zhang, Wenjuan Zhang, Lianru Gao:
Improvement of linear spectral emissivity constraint method for temperature and emissivity separation of hyperspectral thermal infrared data. WHISPERS 2015: 1-4 - [c20]Xu Sun, Feifei Zhang, Lina Yang, Bing Zhang, Lianru Gao:
A hyperspectral image spectral unmixing method integrating slic superpixel segmentation. WHISPERS 2015: 1-4 - [c19]Bing Zhang, Lianru Gao, Xu Sun, Lina Zhuang:
Swarm intelligence: A reliable solution for extracting endmembers from hyperspectral imagery. WHISPERS 2015: 1-4 - 2014
- [j13]Qiandong Guo, Bing Zhang, Qiong Ran, Lianru Gao, Jun Li, Antonio Plaza:
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. 7(6): 2351-2366 (2014) - [j12]Bing Zhang, Yao Liu, Wenjuan Zhang, Lianru Gao, Jun Li, Jun Wang, Xia Li:
Analysis of the Proportion of Surface Reflected Radiance in Mid-Infrared Absorption Bands. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2639-2646 (2014) - [j11]Bing Zhang, Lina Zhuang, Lianru Gao, Wenfei Luo, Qiong Ran, Qian Du:
PSO-EM: A Hyperspectral Unmixing Algorithm Based On Normal Compositional Model. IEEE Trans. Geosci. Remote. Sens. 52(12): 7782-7792 (2014) - [c18]Qingting Li, Bing Zhang, Lianru Gao, Linlin Lu, Quanjun Jiao:
The identification of altered rock in vegetation-covered area using hyperspectral remote sensing. IGARSS 2014: 2910-2913 - [c17]Li Ni, Bing Zhang, Qian Shen, Lianru Gao, Xu Sun, Shanshan Li, Hua Wu:
Edge constrained MRF method for classification of hyperspectral imagery. WHISPERS 2014: 1-4 - [c16]Qian Shen, Li Ni, Xu Sun, Lianru Gao, Bing Zhang:
Optical classification of optically complex waters around China. WHISPERS 2014: 1-4 - 2013
- [j10]Lianru Gao, Bing Zhang, Xu Sun, Shanshan Li, Qian Du, Changshan Wu:
Optimized maximum noise fraction for dimensionality reduction of Chinese HJ-1A hyperspectral data. EURASIP J. Adv. Signal Process. 2013: 65 (2013) - [j9]Shanshan Li, Bing Zhang, An Li, Xiuping Jia, Lianru Gao, Man Peng:
Hyperspectral Imagery Clustering With Neighborhood Constraints. IEEE Geosci. Remote. Sens. Lett. 10(3): 588-592 (2013) - [j8]Lianru Gao, Qian Du, Bing Zhang, Wei Yang, Yuanfeng Wu:
A Comparative Study on Linear Regression-Based Noise Estimation for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 488-498 (2013) - [j7]Bing Zhang, Jianwei Gao, Lianru Gao, Xu Sun:
Improvements in the Ant Colony Optimization Algorithm for Endmember Extraction From Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 522-530 (2013) - [c15]Jianwei Gao, Qian Du, Lianru Gao, Xu Sun, Yuanfeng Wu, Bing Zhang:
Ant colony optimization for supervised and unsupervised hyperspectral band selection. WHISPERS 2013: 1-4 - [c14]Lina Zhuang, Lianru Gao, Li Ni, Bing Zhang:
An improved Expectation Maximization algorithm for hyperspectral image classification. WHISPERS 2013: 1-4 - 2012
- [j6]Bing Zhang, Wei Yang, Lianru Gao, Dongmei Chen:
Real-time target detection in hyperspectral images based on spatial-spectral information extraction. EURASIP J. Adv. Signal Process. 2012: 142 (2012) - [c13]Lianru Gao, Qian Du, Wei Yang, Bing Zhang:
A comparative study on noise estimation for hyperspectral imagery. WHISPERS 2012: 1-4 - [c12]Jianwei Gao, Lianru Gao, Xu Sun, Yuanfeng Wu, Bing Zhang:
GPU implementation of Ant Colony Optimization algorithm for endmember extraction from hyperspectral image. WHISPERS 2012: 1-4 - 2011
- [j5]Bing Zhang, Shanshan Li, Xiuping Jia, Lianru Gao, Man Peng:
Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 8(5): 973-977 (2011) - [j4]Bing Zhang, Xun Sun, Lianru Gao, Lina Yang:
Endmember Extraction of Hyperspectral Remote Sensing Images Based on the Ant Colony Optimization (ACO) Algorithm. IEEE Trans. Geosci. Remote. Sens. 49(7): 2635-2646 (2011) - [j3]Bing Zhang, Xun Sun, Lianru Gao, Lina Yang:
Endmember Extraction of Hyperspectral Remote Sensing Images Based on the Discrete Particle Swarm Optimization Algorithm. IEEE Trans. Geosci. Remote. Sens. 49(11): 4173-4176 (2011) - [c11]Liwei Li, Bing Zhang, Liping Lei, Lianru Gao, Dailiang Peng, Yanhong Wu, Jianwen Ma:
Rapid detection of collapsed built-up structures using postevent VHR in earthquake-affected areas. IGARSS 2011: 1870-1873 - [c10]Lianru Gao, Bing Zhang, Zhengchao Chen, Liping Lei:
Study on the issue of noise estimation in dimension reduction of hyperspectral images. WHISPERS 2011: 1-4
2000 – 2009
- 2009
- [j2]Xiang Liu, Bing Zhang, Lianru Gao, Dongmei Chen:
A maximum noise fraction transform with improved noise estimation for hyperspectral images. Sci. China Ser. F Inf. Sci. 52(9): 1578-1587 (2009) - [c9]Shanshan Li, Bing Zhang, Lianru Gao, Liang Zhang:
Classification of Coastal Zone based on Decision Tree and PPI. IGARSS (4) 2009: 188-191 - [c8]Bing Zhang, Zhengchao Chen, Junsheng Li, Lianru Gao:
Image Quality Evaluation on Chinese First Earth Observation Hyperspectral Satellite. IGARSS (1) 2009: 188-191 - [c7]Bing Zhang, Zhengchao Chen, Junsheng Li, Lianru Gao:
A Polarimetric Sea Surface Backscattering Model. IGARSS (1) 2009: 192-195 - [c6]Lianru Gao, Qiong Ran, Bing Zhang, Yaobin Chi, Zhiyong Wang:
New Thoughts for Onboard Compression of Satellite Images. IGARSS (4) 2009: 478-481 - [c5]Xu Sun, Bing Zhang, Lianru Gao, Lina Yang:
A Study on Spectral Characteristics Extraction using Fourier Approximation Theory. IGARSS (3) 2009: 705-708 - [c4]Qiong Ran, Yaobin Chi, Zhiyong Wang, Lianru Gao:
Exposure Adjustment of Satellite Cameras. IGARSS (3) 2009: 857-860 - 2008
- [j1]Lianru Gao, Bing Zhang, Xia Zhang, Wenjuan Zhang, Qingxi Tong:
A New Operational Method for Estimating Noise in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 5(1): 83-87 (2008) - 2005
- [c3]Xuan Li, Zhifeng Guo, Lianru Gao:
Cross-calibration of EO-1 MODIS to SZ-3 CMODIS using Dunhuang test site. IGARSS 2005: 3 - [c2]Xingling Wang, Gang Wang, Yan Guan, Quan Chen, Lianru Gao:
Small satellite constellation for disaster monitoring in China. IGARSS 2005: 3 - [c1]Lianru Gao, Bing Zhang, Xia Zhang, Junsheng Li:
Study on the spectral characteristics of building materials covered by different paint. IGARSS 2005: 3208-3211
Coauthor Index
Wenzi Liao
aka: Wenzhi Liao
aka: Wenzhi Liao
Antonio Plaza
aka: Antonio J. Plaza
aka: Antonio J. Plaza
[j150] [j149] [j148] [j143] [j140] [j139] [j137] [j136] [j135] [c66] [c65] [c63] [c62] [c61] [j128] [j126] [j124] [j123] [j121] [j120] [j119] [j118] [j116] [j115] [j112] [c57] [j111] [j105] [j92] [j91] [c56] [c53] [j77] [j73] [j72] [j51] [j46] [j44] [j43] [c38] [c35] [j22] [c25] [j17] [j16] [c20] [c19] [c17] [c16] [j10] [j7] [c15] [c12] [c5]
[j151] [j148] [j145] [j144] [j137] [j136] [j133] [j132] [c65] [j126] [j124] [j118] [j112] [j111] [j110] [j109] [j108] [j107] [j104] [j102] [j99] [j97] [j96] [j95] [j94] [j92] [j91] [j89] [j88] [j87] [j86] [c55] [i12] [i11] [j85] [j82] [j81] [j80] [j77] [j76] [j75] [j74] [j73] [j72] [j71] [j70] [c51] [c49] [c47] [c46] [i9] [i8] [i7] [i6] [j68] [j67] [j62] [j61] [j60] [j59] [c43] [i5] [i4] [i3] [i2] [j58] [j56] [j55] [j54] [j53] [j50] [j49] [j48] [j47] [j45] [j44] [c41] [j42] [j40] [j39] [j38] [j37] [j36] [j35] [j34] [j33] [j32] [j31] [c40] [c39] [c38] [c37] [c36] [c35] [j30] [j29] [j28] [j27] [j26] [c34] [c33] [c32] [j25] [j24] [j23] [j22] [j21] [j20] [c29] [c28] [c27] [c26] [c25] [j19] [j18] [j17] [j16] [j15] [j14] [c24] [c23] [c22] [c21] [c20] [c19] [j13] [j12] [j11] [c18] [c17] [c16] [j10] [j9] [j8] [j7] [c15] [c14] [j6] [c13] [c12] [j5] [j4] [j3] [c11] [c10] [j2] [c9] [c8] [c7] [c6] [c5] [j1] [c1]
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-08 20:29 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
