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Lianru Gao
ORCID
Publication Activity (10 Years)
Years Active: 2005-2024
Publications (10 Years): 173
Top Topics
Hyperspectral
Image Classification
Convolutional Neural Network
Spectral Imagery
Top Venues
IEEE Trans. Geosci. Remote. Sens.
IGARSS
Remote. Sens.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
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Publications
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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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
He Sun
,
Lizhi Wang
,
Lei Zhang
,
Lianru Gao
Hyperbolic Space-Based Autoencoder for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
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 (2024)
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 (2024)
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
(2024)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
Jiaxin Li
,
Ke Zheng
,
Li Ni
,
Lianru Gao
A New Unsupervised Network for Hyperspectral and Multispectral Image Fusion.
WHISPERS
(2023)
Jiaxin Li
,
Ke Zheng
,
Lianru Gao
,
Li Ni
Interactive Autoencoders With Degradation Constraint For Hyperspectral Super-Resolution.
IGARSS
(2023)
Lianru Gao
,
Degang Wang
,
Lina Zhuang
,
Xu Sun
,
Min Huang
,
Antonio Plaza
LNet: A New Blind-Spot Self-Supervised Learning Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Longfei Ren
,
Minghua Wang
,
Xu Sun
,
Lianru Gao
,
Min Huang
Hyperspectral Anomaly Detection Via Nonconvex Low-Rank Representation.
WHISPERS
(2023)
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) (2023)
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 (2023)
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) (2023)
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 (2023)
Wenbo Yu
,
Lianru Gao
,
He Huang
,
Yi Shen
,
Gangxiang Shen
FNet: Hyperspectral Intrinsic Image Decomposition Guided Data Fusion Network for Hyperspectral and LiDAR Classification.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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)
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)
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 (2022)
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) (2022)
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 (2022)
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 (2022)
Ke Zheng
,
Lianru Gao
,
Danfeng Hong
,
Bing Zhang
,
Jocelyn Chanussot
NonRegSRNet: A Nonrigid Registration Hyperspectral Super-Resolution Network.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Longfei Ren
,
Danfeng Hong
,
Xu Sun
,
Lianru Gao
,
Min Huang
Hyperspectral Sparse Unmixing Via Firm Thresholding Mapping.
WHISPERS
(2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
Jing Yao
,
Danfeng Hong
,
Lianru Gao
,
Jocelyn Chanussot
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification.
IGARSS
(2022)
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 (2022)
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
(2022)
Jiaxin Li
,
Ke Zheng
,
Jing Yao
,
Lianru Gao
,
Danfeng Hong
Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion.
IEEE Geosci. Remote. Sens. Lett.
19 (2022)
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 (2022)
Wenfei Luo
,
Lianru Gao
,
Danfeng Hong
,
Jocelyn Chanussot
Endmember Purification With Affine Simplicial Cone Model.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
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
(2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
Zhu Han
,
Danfeng Hong
,
Lianru Gao
,
Jing Yao
,
Bing Zhang
,
Jocelyn Chanussot
Multimodal Hyperspectral Unmixing via Attention Networks.
IGARSS
(2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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) (2021)
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) (2021)
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)
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 (2021)
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) (2021)
Danfeng Hong
,
Zhu Han
,
Jing Yao
,
Lianru Gao
,
Bing Zhang
,
Antonio Plaza
,
Jocelyn Chanussot
SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers.
CoRR
(2021)
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
(2021)
Danfeng Hong
,
Xin Wu
,
Jing Yao
,
Lianru Gao
,
Bing Zhang
,
Jocelyn Chanussot
Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction.
IGARSS
(2021)
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 (2021)
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) (2021)
Zhu Han
,
Danfeng Hong
,
Lianru Gao
,
Bing Zhang
,
Jocelyn Chanussot
Deep Half-Siamese Networks for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
18 (11) (2021)
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) (2021)
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
(2021)
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
(2021)
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) (2021)
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) (2021)
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 (2021)
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)
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) (2021)
Lian Liu
,
Danfeng Hong
,
Lianru Gao
Change Detection for Hyperspectral Imagery Based on Multi-layer Cascade Screening Strategy.
CIKM Workshops
(2021)
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 (2021)
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) (2021)
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) (2021)
Zhu Han
,
Danfeng Hong
,
Lianru Gao
,
Jocelyn Chanussot
,
Bing Zhang
EvoNAS: Evolvable Neural Architecture Search for Hyperspectral Unmixing.
IGARSS
(2021)
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
(2021)
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)
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) (2021)
Danfeng Hong
,
Lianru Gao
,
Xin Wu
,
Jing Yao
,
Bing Zhang
Revisiting Graph Convolutional Networks with Mini-Batch Sampling for Hyperspectral Image Classification.
WHISPERS
(2021)
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) (2021)
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)
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)