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2020 – today
- 2026
[j168]Xuyang Li
, Chenyu Li, Gemine Vivone, Danfeng Hong:
SeaMo: A season-aware multimodal foundation model for remote sensing. Inf. Fusion 125: 103334 (2026)- 2025
- [j167]Huiqing Pei, Toshiaki Owari, Satoshi Tsuyuki, Takuya Hiroshima, Danfeng Hong:
Combined gated graph convolution neural networks with multi-modal geospatial data for forest type classification. Int. J. Appl. Earth Obs. Geoinformation 136: 104372 (2025) - [j166]Swalpa Kumar Roy, Ali Jamali, Koushik Biswas, Danfeng Hong, Pedram Ghamisi:
ViCxLSTM: An extended Long Short-term Memory vision transformer for complex remote sensing scene classification. Int. J. Appl. Earth Obs. Geoinformation 143: 104801 (2025) - [j165]Libo Wang, Dongxu Li, Sijun Dong, Xiaoliang Meng, Xiaokang Zhang, Danfeng Hong:
PyramidMamba: Rethinking pyramid feature fusion with selective space state model for semantic segmentation of remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation 144: 104884 (2025) - [j164]Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Muhammad Usama, Swalpa Kumar Roy, Jocelyn Chanussot, Danfeng Hong:
Spatial-spectral morphological mamba for hyperspectral image classification. Neurocomputing 636: 129995 (2025) - [j163]Muhammad Ahmad, Salvatore Distefano, Adil Mehmood Khan, Manuel Mazzara, Chenyu Li, Hao Li, Jagannath Aryal, Yao Ding, Gemine Vivone, Danfeng Hong:
A comprehensive survey for Hyperspectral Image Classification: The evolution from conventional to transformers and Mamba models. Neurocomputing 644: 130428 (2025) - [j162]Xuanhua He, Ke Cao, Jie Zhang, Keyu Yan, Yingying Wang, Rui Li, Chengjun Xie, Danfeng Hong, Man Zhou:
Pan-Mamba: Effective pan-sharpening with state space model. Inf. Fusion 115: 102779 (2025) - [j161]Man Zhou, Naishan Zheng, Xuanhua He, Danfeng Hong, Jocelyn Chanussot:
Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 47(2): 840-857 (2025) - [j160]Man Zhou, Jie Huang, Keyu Yan, Danfeng Hong, Xiuping Jia, Jocelyn Chanussot, Chongyi Li:
A General Spatial-Frequency Learning Framework for Multimodal Image Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 47(7): 5281-5298 (2025) - [j159]Man Zhou, Xuanhua He, Danfeng Hong:
Toward Resolution Mismatching: Modality-Aware Feature-Aligned Network for Pan-Sharpening. IEEE Trans. Pattern Anal. Mach. Intell. 47(11): 10753-10769 (2025) - [j158]Chenhong Sui, Ao Wang, Haipeng Wang, Hao Liu, Qingtao Gong, Jing Yao, Danfeng Hong:
ISDAT: An image-semantic dual adversarial training framework for robust image classification. Pattern Recognit. 158: 110968 (2025) - [j157]Lu Tan, Xue-Cheng Tai, Ling Li, Wanquan Liu, Raymond H. Chan, Danfeng Hong:
Image segmentation via two-step deep variational priors. Pattern Recognit. Lett. 195: 44-50 (2025) - [j156]Jiepan Li, He Huang, Yu Xia, Xian Xu, Yingxin Wu, Qi Guo, Yinhe Liu, Yanfei Zhong, Jeongho Min, Sungbin Son, Hyeonjin Kim, Jaejun Yoo, Gemine Vivone, Chenyu Li, Wei He, Renwei Dian, Hao Liu, Haipeng Wang, Kan Wei, A. Kai Qin, Naoto Yokoya, Shutao Li, Jocelyn Chanussot, Danfeng Hong:
Multimodal Semantic Segmentation in Yangtze River Economic Belt: Outcome of the 2024 IEEE WHISPERS MMSeg-YREB Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 16534-16548 (2025) - [j155]Zhaopeng Deng, Zheng Zhou, Haoran Zhao, Xiaolin Chen, Danfeng Hong, Xin Sun:
Progressive Cluster-Guided Knowledge Distillation for Remote Sensing Image Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 18068-18079 (2025) - [j154]Hui Lin, Nan Li, Pengjuan Yao, Kexin Dong, Yuhan Guo, Danfeng Hong, Ying Zhang, Congcong Wen:
Generalization-Enhanced Few-Shot Object Detection in Remote Sensing. IEEE Trans. Circuits Syst. Video Technol. 35(6): 5445-5460 (2025) - [j153]Rong Chen, Gemine Vivone, Guanghui Li, Chenglong Dai, Danfeng Hong, Jocelyn Chanussot:
Graph U-Net With Topology-Feature Awareness Pooling for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j152]Yao Ding, Zhili Zhang, Weijie Kang, Aitao Yang, Junyang Zhao, Jie Feng, Danfeng Hong, Qinghe Zheng:
Adaptive Homophily Clustering: Structure Homophily Graph Learning With Adaptive Filter for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 63: 1-13 (2025) - [j151]Junming Hou, Xiaoyu Chen, Chenxu Wu, Man Zhou, Junling Li, Danfeng Hong:
Bilateral Adaptive Evolution Transformer for Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 63: 1-12 (2025) - [j150]Chentong Huang, Junming Hou, Chenxu Wu, Xiaofeng Cong, Man Zhou, Junling Li, Danfeng Hong:
A General Cooperative Optimization Driven High-Frequency Enhancement Framework for Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j149]Xueheng Li, Tao Hu, Ke Cao, Jie Zhang, Chengjun Xie, Man Zhou, Danfeng Hong:
Pan-Sharpening via Causal-Aware Feature Distribution Calibration. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j148]Xueheng Li, Xuanhua He, Ke Cao, Jie Zhang, Chengjun Xie, Man Zhou, Danfeng Hong, Bo Huang:
Exploring Text-Guided Information Fusion Through Chain-of-Reasoning for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j147]Hui Lin, Danfeng Hong, Shuhang Ge, Chuyao Luo, Kai Jiang, Hao Jin, Congcong Wen:
RS-MoE: A Vision-Language Model With Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering. IEEE Trans. Geosci. Remote. Sens. 63: 1-18 (2025) - [j146]Zhaojie Pan, Chenyu Li, Antonio Plaza, Jocelyn Chanussot, Danfeng Hong:
Hyperspectral Image Classification With Mamba. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j145]Shanwen Wang, Xin Sun, Changrui Chen, Danfeng Hong, Jungong Han:
Semi-Supervised Semantic Segmentation for Remote Sensing Images via Multiscale Uncertainty Consistency and Cross-Teacher-Student Attention. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j144]Shunhui Wang, Yuebin Wang, Danfeng Hong, Liqiang Zhang:
PMA²-Net: Progressive Fusion of Multiscale Axial Attention Network for Hyperspectral and Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j143]Yuanxin Ye, Jinkun Dai, Liang Zhou, Keyi Duan, Ran Tao, Wei Li, Danfeng Hong:
Tuple Perturbation-Based Contrastive Learning Framework for Multimodal Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j142]Chenyu Li, Bing Zhang, Danfeng Hong, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot:
Learning Disentangled Priors for Hyperspectral Anomaly Detection: A Coupling Model-Driven and Data-Driven Paradigm. IEEE Trans. Neural Networks Learn. Syst. 36(4): 6883-6896 (2025) - [j141]Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano, Adil Mehmood Khan, Muhammad Hassaan Farooq Butt, Danfeng Hong:
PolicyMamba: Localized Policy Attention With State Space Model for Land Cover Classification. IEEE Trans. Neural Networks Learn. Syst. 36(10): 17814-17825 (2025) - [c37]Chenyu Li, Zhaojie Pan, Danfeng Hong:
Dynamic State-Control Modeling for Generalized Remote Sensing Image Super-Resolution. CVPR Workshops 2025: 3076-3084 - [i64]Yao Ding, Weijie Kang, Aitao Yang, Zhili Zhang, Junyang Zhao, Jie Feng, Danfeng Hong, Qinhe Zheng:
Adaptive Homophily Clustering: Structure Homophily Graph Learning with Adaptive Filter for Hyperspectral Image. CoRR abs/2501.01595 (2025) - [i63]Hui Lin, Chao Zhang, Danfeng Hong, Kexin Dong, Congcong Wen:
FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models. CoRR abs/2501.02461 (2025) - [i62]Hui Lin, Nan Li, Pengjuan Yao, Kexin Dong, Yuhan Guo, Danfeng Hong, Ying Zhang, Congcong Wen:
Generalization-Enhanced Few-Shot Object Detection in Remote Sensing. CoRR abs/2501.02474 (2025) - [i61]Shanwen Wang, Changrui Chen, Xin Sun, Danfeng Hong, Jungong Han:
Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student Attention. CoRR abs/2501.10736 (2025) - [i60]Lei Ding, Danfeng Hong, Maofan Zhao, Hongruixuan Chen, Chenyu Li, Jie Deng, Naoto Yokoya, Lorenzo Bruzzone, Jocelyn Chanussot:
A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges. CoRR abs/2502.02835 (2025) - [i59]Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama, Manuel Mazzara, Salvatore Distefano, Adil Mehmood Khan, Danfeng Hong:
Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification. CoRR abs/2502.06427 (2025) - [i58]Lei Ding, Xibing Zuo, Danfeng Hong, Haitao Guo, Jun Lu, Zhihui Gong, Lorenzo Bruzzone:
S2C: Learning Noise-Resistant Differences for Unsupervised Change Detection in Multimodal Remote Sensing Images. CoRR abs/2502.12604 (2025) - [i57]Chenyu Li, Danfeng Hong, Bing Zhang, Yuxuan Li, Gustau Camps-Valls, Xiao Xiang Zhu, Jocelyn Chanussot:
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction. CoRR abs/2502.15199 (2025) - [i56]Xuyang Li, Chenyu Li, Pedram Ghamisi, Danfeng Hong:
FlexiMo: A Flexible Remote Sensing Foundation Model. CoRR abs/2503.23844 (2025) - [i55]Jie Deng, Danfeng Hong, Chenyu Li, Naoto Yokoya:
Joint Super-Resolution and Segmentation for 1-m Impervious Surface Area Mapping in China's Yangtze River Economic Belt. CoRR abs/2505.05367 (2025) - [i54]Xing Hu, Xiangcheng Liu, Danfeng Hong, Qianqian Duan, Linghua Jiang, Haima Yang, Dawei Zhang:
Recent Advances in Diffusion Models for Hyperspectral Image Processing and Analysis: A Review. CoRR abs/2505.11158 (2025) - [i53]Xing Hu, Haodong Chen, Qianqian Duan, Danfeng Hong, Ruijiao Li, Huiliang Shang, Linghua Jiang, Haima Yang, Dawei Zhang:
A Comprehensive Review of Diffusion Models in Smart Agriculture: Progress, Applications, and Challenges. CoRR abs/2507.18376 (2025) - [i52]Danfeng Hong, Chenyu Li, Naoto Yokoya, Bing Zhang, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
Hyperspectral Imaging. CoRR abs/2508.08107 (2025) - [i51]Huan Ni, Qingshan Liu, Xiaonan Niu, Danfeng Hong, Lingli Zhao, Haiyan Guan:
Cross-Domain Few-Shot Segmentation via Ordinary Differential Equations over Time Intervals. CoRR abs/2509.01299 (2025) - 2024
- [j140]Kan Wei, Jinkun Dai, Danfeng Hong, Yuanxin Ye:
MGFNet: An MLP-dominated gated fusion network for semantic segmentation of high-resolution multi-modal remote sensing images. Int. J. Appl. Earth Obs. Geoinformation 135: 104241 (2024) - [j139]Jie Deng, Danfeng Hong, Chenyu Li, Jing Yao, Ziqian Yang, Zhijian Zhang, Jocelyn Chanussot:
RustQNet: Multimodal deep learning for quantitative inversion of wheat stripe rust disease index. Comput. Electron. Agric. 225: 109245 (2024) - [j138]Xinhao Jiang, Wei Cai, Yao Ding, Xin Wang, Danfeng Hong, Xingyu Di, Weijie Gao:
BiDiCOS: Camouflaged object segmentation via bilateral diffusion model. Expert Syst. Appl. 255: 124747 (2024) - [j137]Chenyu Li, Bing Zhang, Danfeng Hong, Jun Zhou, Gemine Vivone, Shutao Li, Jocelyn Chanussot:
CasFormer: Cascaded transformers for fusion-aware computational hyperspectral imaging. Inf. Fusion 108: 102408 (2024) - [j136]Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi:
Spatial-Gated Multilayer Perceptron for Land Use and Land Cover Mapping. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j135]Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi:
Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j134]Shujun Yang, Yuheng Jia, Yao Ding, Xin Wu, Danfeng Hong:
Unlabeled Data Guided Partial Label Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j133]Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Remote Sensing Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5227-5244 (2024) - [j132]Fang Qu, Youqiang Sun, Man Zhou, Liu Liu, Huamin Yang, Junqing Zhang, He Huang, Danfeng Hong:
Vegetation Land Segmentation with Multi-Modal and Multi-Temporal Remote Sensing Images: A Temporal Learning Approach and a New Dataset. Remote. Sens. 16(1): 3 (2024) - [j131]Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Bing Lu, Pedram Ghamisi:
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification. Remote. Sens. 16(21): 4015 (2024) - [j130]Usman Ghous, Muhammad Shahzad Sarfraz, Muhammad Ahmad, Chenyu Li, Danfeng Hong:
EXNet: (2+1)D Extreme Xception Net for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 5159-5172 (2024) - [j129]Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei, Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang, Huilin Zhao, Chuan Chen, Cong Xia, Hao Li, Gemine Vivone, Ronny Hänsch, Gülsen Taskin Kaya, Jing Yao, A. Kai Qin, Bing Zhang, Jocelyn Chanussot, Danfeng Hong:
Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 8851-8862 (2024) - [j128]Masoomeh Gomroki, Mahdi Hasanlou, Jocelyn Chanussot, Danfeng Hong:
EMYNet-BDD: EfficientViTB Meets Yolov8 in the Encoder-Decoder Architecture for Building Damage Detection Using Postevent Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 13120-13134 (2024) - [j127]Haixia Bi, Honghao Chang, Xiaotian Wang, Danfeng Hong:
Cross-Attention-Driven Adaptive Graph Relational Network for Multilabel Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j126]Honghao Chang, Haixia Bi, Fan Li, Chen Xu, Jocelyn Chanussot, Danfeng Hong:
Deep Symmetric Fusion Transformer for Multimodal Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j125]Xin He, Yushi Chen, Lingbo Huang, Danfeng Hong, Qian Du:
Foundation Model-Based Multimodal Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j124]Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot:
Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j123]Pei Liu, Jiangjun Peng, Hailin Wang, Danfeng Hong, Xiangyong Cao:
Infrared Small Target Detection via Joint Low Rankness and Local Smoothness Prior. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j122]Chenhong Sui, Guobin Yang, Danfeng Hong, Haipeng Wang, Jing Yao, Peter M. Atkinson, Pedram Ghamisi:
IG-GAN: Interactive Guided Generative Adversarial Networks for Multimodal Image Fusion. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j121]Wenjie Sun, Jie Zhang, Yujie Lei, Danfeng Hong:
RSProtoSeg: High Spatial Resolution Remote Sensing Images Segmentation Based on Non-Learnable Prototypes. IEEE Trans. Geosci. Remote. Sens. 62: 1-10 (2024) - [j120]Yuxi Wang, Bing Zhang, Wenjuan Zhang, Danfeng Hong, Bin Zhao, Zhen Li:
Cloud Removal With SAR-Optical Data Fusion Using a Unified Spatial-Spectral Residual Network. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j119]Qixing Yu, Weibo Wei, Dantong Li, Zhenkuan Pan, Chenyu Li, Danfeng Hong:
HyperSINet: A Synergetic Interaction Network Combined With Convolution and Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j118]Jie Zhang, Xuanhua He, Keyu Yan, Ke Cao, Rui Li, Chengjun Xie, Man Zhou, Danfeng Hong:
Pan-Sharpening With Wavelet-Enhanced High-Frequency Information. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j117]Man Zhou, Jie Huang, Danfeng Hong, Feng Zhao, Chongyi Li, Jocelyn Chanussot:
Rethinking Pan-Sharpening in Closed-Loop Regularization. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14544-14558 (2024) - [c36]Jiangtong Tan, Jie Huang, Naishan Zheng, Man Zhou, Keyu Yan, Danfeng Hong, Feng Zhao:
Revisiting Spatial-Frequency Information Integration from a Hierarchical Perspective for Panchromatic and Multi-Spectral Image Fusion. CVPR 2024: 25922-25931 - [c35]Xuyang Li, Danfeng Hong, Jocelyn Chanussot:
S2MAE: A Spatial-Spectral Pretraining Foundation Model for Spectral Remote Sensing Data. CVPR 2024: 27696-27705 - [c34]Yuchen Wang, Ziyi Guo, Haixia Bi, Danfeng Hong, Chen Xu:
Dual-Branch PolSAR Image Classification Based On Graphmae And Local Feature Extraction. IGARSS 2024: 8866-8870 - [c33]Junming Hou, Zihan Cao, Naishan Zheng, Xuan Li, Xiaoyu Chen, Xinyang Liu, Xiaofeng Cong, Danfeng Hong, Man Zhou:
Linearly-evolved Transformer for Pan-sharpening. ACM Multimedia 2024: 1486-1494 - [c32]Chenyu Li, Bing Zhang, Haoran Xu, Danfeng Hong:
Hyperkan: An Interpretable Approximation Network for Hyperspectral Superresolution. WHISPERS 2024: 1-5 - [c31]Ranko Lau, Jing Yao, Chenyu Li, Danfeng Hong, Jocelyn Chanussot:
Deformable Kolmogorov-Arnold Networks For Hyperspectral Image Classification. WHISPERS 2024: 1-5 - [i50]Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot:
Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection. CoRR abs/2402.15335 (2024) - [i49]Jing Yao, Danfeng Hong, Chenyu Li, Jocelyn Chanussot:
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification. CoRR abs/2404.08489 (2024) - [i48]Junming Hou, Zihan Cao, Naishan Zheng, Xuan Li, Xiaoyu Chen, Xinyang Liu, Xiaofeng Cong, Man Zhou, Danfeng Hong:
Linearly-evolved Transformer for Pan-sharpening. CoRR abs/2404.12804 (2024) - [i47]Shujun Yang, Yu Zhang, Yao Ding, Danfeng Hong:
Superpixelwise Low-rank Approximation based Partial Label Learning for Hyperspectral Image Classification. CoRR abs/2405.17110 (2024) - [i46]Libo Wang, Dongxu Li, Sijun Dong, Xiaoliang Meng, Xiaokang Zhang, Danfeng Hong:
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing Imagery. CoRR abs/2406.10828 (2024) - [i45]Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Bing Lu, Pedram Ghamisi:
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification. CoRR abs/2406.15719 (2024) - [i44]Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Hamad Ahmed Altuwaijri, Swalpa Kumar Roy, Jocelyn Chanussot, Danfeng Hong:
Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification. CoRR abs/2408.01372 (2024) - [i43]Yuchen Wang, Ziyi Guo, Haixia Bi, Danfeng Hong, Chen Xu:
Dual-branch PolSAR Image Classification Based on GraphMAE and Local Feature Extraction. CoRR abs/2408.04294 (2024) - [i42]Ke Cao, Xuanhua He, Tao Hu, Chengjun Xie, Jie Zhang, Man Zhou, Danfeng Hong:
Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion. CoRR abs/2409.01728 (2024) - [i41]Hui Lin, Danfeng Hong, Shuhang Ge, Chuyao Luo, Kai Jiang, Hao Jin, Congcong Wen:
RS-MoE: Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering. CoRR abs/2411.01595 (2024) - [i40]Xuyang Li, Danfeng Hong, Chenyu Li, Jocelyn Chanussot:
SeaMo: A Multi-Seasonal and Multimodal Remote Sensing Foundation Model. CoRR abs/2412.19237 (2024) - 2023
- [j116]Xiangtao Zheng, Benoît Vozel, Danfeng Hong:
Guest Editorial: Special issue on intelligence technology for remote sensing image. CAAI Trans. Intell. Technol. 8(4): 1164-1165 (2023) - [j115]Qiong Ran, Yonghao Zhou, Danfeng Hong, Meiqiao Bi, Li Ni, Xuan Li, Muhammad Ahmad:
Deep transformer and few-shot learning for hyperspectral image classification. CAAI Trans. Intell. Technol. 8(4): 1323-1336 (2023) - [j114]Utpal Nandi, Swalpa Kumar Roy, Danfeng Hong, Xin Wu, Jocelyn Chanussot:
TAttMSRecNet: Triplet-attention and multiscale reconstruction network for band selection in hyperspectral images. Expert Syst. Appl. 212: 118797 (2023) - [j113]Yao Ding, Zhili Zhang, Xiaofeng Zhao, Danfeng Hong, Wei Cai, Nengjun Yang, Bei Wang:
Multi-scale receptive fields: Graph attention neural network for hyperspectral image classification. Expert Syst. Appl. 223: 119858 (2023) - [j112]Zhonghao Chen, Guoyong Wu, Hongmin Gao, Yao Ding, Danfeng Hong, Bing Zhang:
Local aggregation and global attention network for hyperspectral image classification with spectral-induced aligned superpixel segmentation. Expert Syst. Appl. 232: 120828 (2023) - [j111]Zhonghao Chen, Danfeng Hong, Hongmin Gao:
Grid Network: Feature Extraction in Anisotropic Perspective for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j110]Shujun Yang, Yu Zhang, Yao Ding, Danfeng Hong:
Superpixelwise Low-Rank Approximation-Based Partial Label Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j109]Yiyan Zhang, Yongfeng Zhou, Shufang Xu, Danfeng Hong, Hongmin Gao, Chenming Li, Qiqiang Zhong, Bing Zhang:
Depthwise Separable Convolutional Autoencoders for Hyperspectral Image Change Detection. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j108]Meiqiao Bi, Minghua Wang, Zhi Li, Danfeng Hong:
Vision Transformer With Contrastive Learning for Remote Sensing Image Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 738-749 (2023) - [j107]Yang Chen, Wenfei Cao, Meiqiao Bi, Jing Yao, Danfeng Hong:
Multispectral Image Noise Removal With Adaptive Loss and Multiple Image Priors Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5549-5560 (2023) - [j106]Minghua Wang, Qiang Wang, Danfeng Hong, Swalpa Kumar Roy, Jocelyn Chanussot:
Learning Tensor Low-Rank Representation for Hyperspectral Anomaly Detection. IEEE Trans. Cybern. 53(1): 679-691 (2023) - [j105]Hongmin Gao, Yitong Zhang, Zhonghao Chen, Shufang Xu, Danfeng Hong, Bing Zhang:
A Multidepth and Multibranch Network for Hyperspectral Target Detection Based on Band Selection. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j104]Weiwei Cai, Pengjiang Qian, Yao Ding, Meiqiao Bi, Xin Ning, Danfeng Hong, Xiao Bai:
Graph-Structured Convolution-Guided Continuous Context Threshold-Aware Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j103]Shang-Qi Deng, Liang-Jian Deng, Xiao Wu, Ran Ran, Danfeng Hong, Gemine Vivone:
PSRT: Pyramid Shuffle-and-Reshuffle Transformer for Multispectral and Hyperspectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j102]Hongmin Gao, Yitong Zhang, Zhonghao Chen, Feng Xu, Danfeng Hong, Bing Zhang:
Hyperspectral Target Detection via Spectral Aggregation and Separation Network With Target Band Random Mask. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j101]Xuanhua He, Keyu Yan, Jie Zhang, Rui Li, Chengjun Xie, Man Zhou, Danfeng Hong:
Multiscale Dual-Domain Guidance Network for Pan-Sharpening. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j100]Danfeng Hong, Jing Yao, Chenyu Li, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot:
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j99]Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Jocelyn Chanussot:
LRR-Net: An Interpretable Deep Unfolding Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j98]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) - [j97]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) - [j96]Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot:
Multimodal Fusion Transformer for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-20 (2023) - [j95]Minghua Wang, Danfeng Hong, Bing Zhang, Longfei Ren, Jing Yao, Jocelyn Chanussot:
Learning Double Subspace Representation for Joint Hyperspectral Anomaly Detection and Noise Removal. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j94]Aitao Yang, Min Li, Yao Ding, Danfeng Hong, Yilong Lv, Yujie He:
GTFN: GCN and Transformer Fusion Network With Spatial-Spectral Features for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j93]Jing Yao, Danfeng Hong, Haipeng Wang, Hao Liu, Jocelyn Chanussot:
UCSL: Toward Unsupervised Common Subspace Learning for Cross-Modal Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j92]Jing Yao, Bing Zhang, Chenyu Li, Danfeng Hong, Jocelyn Chanussot:
Extended Vision Transformer (ExViT) for Land Use and Land Cover Classification: A Multimodal Deep Learning Framework. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j91]Qixing Yu, Weibo Wei, Zhenkuan Pan, Jingfei He, Shaohua Wang, Danfeng Hong:
GPF-Net: Graph-Polarized Fusion Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-22 (2023) - [j90]Yiyan Zhang, Shufang Xu, Danfeng Hong, Hongmin Gao, Chenkai Zhang, Meiqiao Bi, Chenming Li:
Multimodal Transformer Network for Hyperspectral and LiDAR Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j89]Kaiwen Zheng, Jie Huang, Man Zhou, Danfeng Hong, Feng Zhao:
Deep Adaptive Pansharpening via Uncertainty-Aware Image Fusion. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j88]Man Zhou, Jie Huang, Feng Zhao, Danfeng Hong:
Modality-Aware Feature Integration for Pan-Sharpening. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j87]Xinhao Jiang, Wei Cai, Yao Ding, Xin Wang, Danfeng Hong, Zhiyong Yang, Weijie Gao:
Camouflaged Object Segmentation Based on Joint Salient Object for Contrastive Learning. IEEE Trans. Instrum. Meas. 72: 1-16 (2023) - [j86]Xin Wu, Danfeng Hong, Jocelyn Chanussot:
UIU-Net: U-Net in U-Net for Infrared Small Object Detection. IEEE Trans. Image Process. 32: 364-376 (2023) - [c30]Sihan Yang, Haixia Bi, Xiaotian Wang, Danfeng Hong:
Noise-Tolerant Unsupervised Classification for PolSAR Images Via Deep Clustering And Markov Random Field. IGARSS 2023: 5970-5973 - [i39]Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi:
Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping. CoRR abs/2308.05235 (2023) - [i38]Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu:
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks. CoRR abs/2309.16499 (2023) - [i37]Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Foundation Model. CoRR abs/2311.07113 (2023) - 2022
- [j85]Hao Li, Johannes Zech, Danfeng Hong, Pedram Ghamisi, Michael Schultz, Alexander Zipf:
Leveraging OpenStreetMap and Multimodal Remote Sensing Data with Joint Deep Learning for Wastewater Treatment Plants Detection. Int. J. Appl. Earth Obs. Geoinformation 110: 102804 (2022) - [j84]Bo Ren, Shibin Ma, Biao Hou, Danfeng Hong, Jocelyn Chanussot, Jianlong Wang, Licheng Jiao:
A dual-stream high resolution network: Deep fusion of GF-2 and GF-3 data for land cover classification. Int. J. Appl. Earth Obs. Geoinformation 112: 102896 (2022) - [j83]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) - [j82]Yao Ding, Zhili Zhang, Xiaofeng Zhao, Danfeng Hong, Wei Cai, Chengguo Yu, Nengjun Yang, Weiwei Cai:
Multi-feature fusion: Graph neural network and CNN combining for hyperspectral image classification. Neurocomputing 501: 246-257 (2022) - [j81]Yao Ding, Zhili Zhang, Xiaofeng Zhao, Danfeng Hong, Wei Li, Wei Cai, Ying Zhan:
AF2GNN: Graph convolution with adaptive filters and aggregator fusion for hyperspectral image classification. Inf. Sci. 602: 201-219 (2022) - [j80]Haixia Bi, Jing Yao, Zhiqiang Wei, Danfeng Hong, Jocelyn Chanussot:
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j79]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) - [j78]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) - [j77]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) - [j76]Jin-Fan Hu, Ting-Zhu Huang, Liang-Jian Deng, Hong-Xia Dou, Danfeng Hong, Gemine Vivone:
Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j75]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) - [j74]Swalpa Kumar Roy, Danfeng Hong, Purbayan Kar, Xin Wu, Xun Liu, Di Zhao:
Lightweight Heterogeneous Kernel Convolution for Hyperspectral Image Classification With Noisy Labels. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j73]Minghua Wang, Qiang Wang, Jocelyn Chanussot, Danfeng Hong:
Total Variation Regularized Weighted Tensor Ring Decomposition for Missing Data Recovery in High-Dimensional Optical Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j72]Xin Wu, Danfeng Hong, Zhanchao Huang, Jocelyn Chanussot:
Infrared Small Object Detection Using Deep Interactive U-Net. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j71]Xin Wu, Danfeng Hong, Di Zhao:
Hyper-Embedder: Learning a Deep Embedder for Self-Supervised Hyperspectral Dimensionality Reduction. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j70]Xiaofeng Zhao, Jiahui Niu, Chuntong Liu, Yao Ding, Danfeng Hong:
Hyperspectral Image Classification Based on Graph Transformer Network and Graph Attention Mechanism. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j69]Xing Hu, Chun Xie, Zhe Fan, Qianqian Duan, Dawei Zhang, Linhua Jiang, Xian Wei, Danfeng Hong, Guoqiang Li, Xinhua Zeng, Wenming Chen, Dongfang Wu, Jocelyn Chanussot:
Hyperspectral Anomaly Detection Using Deep Learning: A Review. Remote. Sens. 14(9): 1973 (2022) - [j68]Bo Ren, Mengqian Chen, Biao Hou, Danfeng Hong, Shibin Ma, Jocelyn Chanussot, Licheng Jiao:
PolSAR Scene Classification via Low-Rank Constrained Multimodal Tensor Representation. Remote. Sens. 14(13): 3117 (2022) - [j67]Kai Yan, Junsheng Li, Huan Zhao, Chen Wang, Danfeng Hong, Yichen Du, Yunchang Mu, Bin Tian, Ya Xie, Ziyao Yin, Fangfang Zhang, Shenglei Wang:
Deep Learning-Based Automatic Extraction of Cyanobacterial Blooms from Sentinel-2 MSI Satellite Data. Remote. Sens. 14(19): 4763 (2022) - [j66]Muhammad Ahmad, Sidrah Shabbir, Swalpa Kumar Roy, Danfeng Hong, Xin Wu, Jing Yao, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Jocelyn Chanussot:
Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 968-999 (2022) - [j65]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) - [j64]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) - [j63]Bin Yang, Shunshi Hu, Qiandong Guo, Danfeng Hong:
Multisource Domain Transfer Learning Based on Spectral Projections for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3730-3739 (2022) - [j62]Bo Zhang, Muyuan Ma, Mingqing Wang, Danfeng Hong, Le Yu, Jie Wang, Peng Gong, Xiaomeng Huang:
Enhanced Resolution of FY4 Remote Sensing Visible Spectrum Images Utilizing Super-Resolution and Transfer Learning Techniques. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 7391-7399 (2022) - [j61]Haoyang Yu, Zhen Xu, Ke Zheng, Danfeng Hong, Hao Yang, Meiping Song:
MSTNet: A Multilevel Spectral-Spatial Transformer Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j60]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) - [j59]Muhammad Ahmad, Usman Ghous, Danfeng Hong, Adil Mehmood Khan, Jing Yao, Shaohua Wang, Jocelyn Chanussot:
A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j58]Xiangyong Cao, Xueyang Fu, Danfeng Hong, Zongben Xu, Deyu Meng:
PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j57]Zhonghao Chen, Zhengtao Lu, Hongmin Gao, Yiyan Zhang, Jia Zhao, Danfeng Hong, Bing Zhang:
Global to Local: A Hierarchical Detection Algorithm for Hyperspectral Image Target Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j56]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) - [j55]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) - [j54]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) - [j53]Teng-Yu Ji, Delin Chu, Xi-Le Zhao, Danfeng Hong:
A Unified Framework of Cloud Detection and Removal Based on Low-Rank and Group Sparse Regularizations for Multitemporal Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j52]Jiaojiao Li, Yinle Ma, Rui Song, Bobo Xi, Danfeng Hong, Qian Du:
A Triplet Semisupervised Deep Network for Fusion Classification of Hyperspectral and LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j51]Xun Liu, Danfeng Hong, Jocelyn Chanussot, Baojun Zhao, Pedram Ghamisi:
Modality Translation in Remote Sensing Time Series. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j50]Wenfei Luo, Lianru Gao, Danfeng Hong, Jocelyn Chanussot:
Endmember Purification With Affine Simplicial Cone Model. IEEE Trans. Geosci. Remote. Sens. 60: 1-23 (2022) - [j49]Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Muhammad Ahmad, Antonio Plaza, Jocelyn Chanussot:
Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j48]Swalpa Kumar Roy, Purbayan Kar, Danfeng Hong, Xin Wu, Antonio Plaza, Jocelyn Chanussot:
Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j47]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) - [j46]Xin Wu, Danfeng Hong, Jocelyn Chanussot:
Convolutional Neural Networks for Multimodal Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j45]Keyu Yan, Man Zhou, Liu Liu, Chengjun Xie, Danfeng Hong:
When Pansharpening Meets Graph Convolution Network and Knowledge Distillation. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j44]Jing Yao, Xiangyong Cao, Danfeng Hong, Xin Wu, Deyu Meng, Jocelyn Chanussot, Zongben Xu:
Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j43]Jing Yao, Danfeng Hong, Lin Xu, Deyu Meng, Jocelyn Chanussot, Zongben Xu:
Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j42]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) - [j41]Man Zhou, Jie Huang, Xueyang Fu, Feng Zhao, Danfeng Hong:
Effective Pan-Sharpening by Multiscale Invertible Neural Network and Heterogeneous Task Distilling. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j40]Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Danfeng Hong, Jocelyn Chanussot:
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification. IEEE Trans. Image Process. 31: 5079-5092 (2022) - [j39]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) - [c29]Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Jocelyn Chanussot:
Multimodal Hyperspectral Unmixing via Attention Networks. IGARSS 2022: 1784-1787 - [c28]Jing Yao, Danfeng Hong, Lianru Gao, Jocelyn Chanussot:
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification. IGARSS 2022: 4807-4810 - [c27]Keyu Yan, Man Zhou, Jie Huang, Feng Zhao, Chengjun Xie, Chongyi Li, Danfeng Hong:
Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network. NeurIPS 2022 - [c26]Longfei Ren, Danfeng Hong, Xu Sun, Lianru Gao, Min Huang:
Hyperspectral Sparse Unmixing Via Firm Thresholding Mapping. WHISPERS 2022: 1-5 - [c25]Hao Yang, Haoyang Yu, Danfeng Hong, Zhen Xu, Yulei Wang, Meiping Song:
Hyperspectral Image Classification Based on Multi-Level Spectral-Spatial Transformer Network. WHISPERS 2022: 1-4 - [i36]Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot:
Multimodal Fusion Transformer for Remote Sensing Image Classification. CoRR abs/2203.16952 (2022) - [i35]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) - [i34]Danfeng Hong, Jing Yao, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot:
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion. CoRR abs/2205.03742 (2022) - [i33]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) - [i32]Keyu Yan, Man Zhou, Jie Huang, Feng Zhao, Chengjun Xie, Chongyi Li, Danfeng Hong:
Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network. CoRR abs/2210.08181 (2022) - [i31]Xin Wu, Danfeng Hong, Jocelyn Chanussot:
UIU-Net: U-Net in U-Net for Infrared Small Object Detection. CoRR abs/2212.00968 (2022) - 2021
- [j38]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) - [j37]Xiangyong Cao, Jing Yao, Xueyang Fu, Haixia Bi, Danfeng Hong:
An Enhanced 3-D Discrete Wavelet Transform for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18(6): 1104-1108 (2021) - [j36]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) - [j35]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) - [j34]Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Jian Xu, Xiao Xiang Zhu:
Joint and Progressive Subspace Analysis (JPSA) With Spatial-Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction. IEEE Trans. Cybern. 51(7): 3602-3615 (2021) - [j33]Nan Ge, Richard Bamler, Danfeng Hong, Xiao Xiang Zhu:
Single-Look Multi-Master SAR Tomography: An Introduction. IEEE Trans. Geosci. Remote. Sens. 59(3): 2132-2154 (2021) - [j32]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) - [j31]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) - [j30]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) - [j29]Jian Kang, Rubén Fernández-Beltran, Danfeng Hong, Jocelyn Chanussot, Antonio Plaza:
Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval. IEEE Trans. Geosci. Remote. Sens. 59(5): 4355-4369 (2021) - [j28]Danfeng Hong, Jian Kang, Naoto Yokoya, Jocelyn Chanussot:
Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data. IEEE Trans. Geosci. Remote. Sens. 59(5): 4407-4418 (2021) - [j27]Danfeng Hong, Jing Yao, Deyu Meng, Zongben Xu, Jocelyn Chanussot:
Multimodal GANs: Toward Crossmodal Hyperspectral-Multispectral Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 59(6): 5103-5113 (2021) - [j26]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) - [j25]Minghua Wang, Qiang Wang, Jocelyn Chanussot, Danfeng Hong:
l₀-l₁ Hybrid Total Variation Regularization and its Applications on Hyperspectral Image Mixed Noise Removal and Compressed Sensing. IEEE Trans. Geosci. Remote. Sens. 59(9): 7695-7710 (2021) - [j24]Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir:
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration. IEEE Trans. Neural Networks Learn. Syst. 32(2): 826-840 (2021) - [c24]Lian Liu, Danfeng Hong, Lianru Gao:
Change Detection for Hyperspectral Imagery Based on Multi-layer Cascade Screening Strategy. CIKM Workshops 2021 - [c23]Danfeng Hong, Xin Wu, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot:
Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction. IGARSS 2021: 282-285 - [c22]Danfeng Hong, Jocelyn Chanussot, Xiao Xiang Zhu:
An Overview of Multimodal Remote Sensing Data Fusion: From Image to Feature, From Shallow to Deep. IGARSS 2021: 1245-1248 - [c21]Zhu Han, Danfeng Hong, Lianru Gao, Jocelyn Chanussot, Bing Zhang:
EvoNAS: Evolvable Neural Architecture Search for Hyperspectral Unmixing. IGARSS 2021: 3325-3328 - [c20]Bo Ren, Shibin Ma, Biao Hou, Danfeng Hong:
Dual-Stream High Resolution Network for Multi-Source Remote Sensing Image Segmentation. IGARSS 2021: 3440-3443 - [c19]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 - [c18]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 - [i30]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) - [i29]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) - [i28]Danfeng Hong, Jingliang Hu, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu:
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model. CoRR abs/2105.10196 (2021) - [i27]Pan Chen, Danfeng Hong, Zhengchao Chen, Xuan Yang, Baipeng Li, Bing Zhang:
FCCDN: Feature Constraint Network for VHR Image Change Detection. CoRR abs/2105.10860 (2021) - [i26]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) - [i25]Xin Wu, Wei Li, Danfeng Hong, Ran Tao, Qian Du:
Deep Learning for UAV-based Object Detection and Tracking: A Survey. CoRR abs/2110.12638 (2021) - 2020
- [j23]Xin Wu, Ran Tao, Danfeng Hong, Yue Wang:
The FrFT convolutional face: toward robust face recognition using the fractional Fourier transform and convolutional neural networks. Sci. China Inf. Sci. 63(1): 119103 (2020) - [j22]Xin Wu, Danfeng Hong, Jocelyn Chanussot, Yang Xu, Ran Tao, Yue Wang:
Fourier-Based Rotation-Invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection. IEEE Geosci. Remote. Sens. Lett. 17(2): 302-306 (2020) - [j21]Rong Huang, Danfeng Hong, Yusheng Xu, Wei Yao, Uwe Stilla:
Multi-Scale Local Context Embedding for LiDAR Point Cloud Classification. IEEE Geosci. Remote. Sens. Lett. 17(4): 721-725 (2020) - [j20]Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu:
Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. 17(8): 1470-1474 (2020) - [j19]Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, Xiao Xiang Zhu:
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(6): 3791-3808 (2020) - [j18]Renlong Hang, Zhu Li, Pedram Ghamisi, Danfeng Hong, Guiyu Xia, Qingshan Liu:
Classification of Hyperspectral and LiDAR Data Using Coupled CNNs. IEEE Trans. Geosci. Remote. Sens. 58(7): 4939-4950 (2020) - [c17]Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He:
Guided Deep Decoder: Unsupervised Image Pair Fusion. ECCV (6) 2020: 87-102 - [c16]Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu:
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. ECCV (29) 2020: 208-224 - [c15]Danfeng Hong, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu:
Unsupervised Hyperspectral Embedding by Learning a Deep Regression Network. IGARSS 2020: 2049-2052 - [c14]Danfeng Hong, Jing Yao, Renlong Hang, Jocelyn Chanussot:
Locally Linear Reconstruction for Spectral Enhancement Using Limited Pixel-to-Pixel Multispectral and Hyperspectral Data. IGARSS 2020: 2691-2694 - [i24]Renlong Hang, Zhu Li, Pedram Ghamisi, Danfeng Hong, Guiyu Xia, Qingshan Liu:
Classification of Hyperspectral and LiDAR Data Using Coupled CNNs. CoRR abs/2002.01144 (2020) - [i23]Behnood Rasti, Danfeng Hong, Renlong Hang, Pedram Ghamisi, Xudong Kang, Jocelyn Chanussot, Jón Atli Benediktsson:
Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep. CoRR abs/2003.02822 (2020) - [i22]Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir:
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration. CoRR abs/2003.03440 (2020) - [i21]Danfeng Hong, Naoto Yokoya, Gui-Song Xia, Jocelyn Chanussot, Xiao Xiang Zhu:
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data. CoRR abs/2006.13806 (2020) - [i20]Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu:
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. CoRR abs/2007.05230 (2020) - [i19]Xin Wu, Wei Li, Danfeng Hong, Jiaojiao Tian, Ran Tao, Qian Du:
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network. CoRR abs/2007.08494 (2020) - [i18]Danfeng Hong, Jing Yao, Xin Wu, Jocelyn Chanussot, Xiao Xiang Zhu:
Spatial-Spectral Manifold Embedding of Hyperspectral Data. CoRR abs/2007.08767 (2020) - [i17]Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He:
Guided Deep Decoder: Unsupervised Image Pair Fusion. CoRR abs/2007.11766 (2020) - [i16]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) - [i15]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) - [i14]Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
Graph Convolutional Networks for Hyperspectral Image Classification. CoRR abs/2008.02457 (2020) - [i13]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) - [i12]Haixia Bi, Jing Yao, Zhiqiang Wei, Danfeng Hong, Jocelyn Chanussot:
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field. CoRR abs/2009.05942 (2020) - [i11]Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Jian Xu, Xiao Xiang Zhu:
Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction. CoRR abs/2009.10003 (2020)
2010 – 2019
- 2019
- [j17]Bo Zhang, Meng Zhang, Jian Kang, Danfeng Hong, Jian Xu, Xiaoxiang Zhu:
Estimation of PMx Concentrations from Landsat 8 OLI Images Based on a Multilayer Perceptron Neural Network. Remote. Sens. 11(6): 646 (2019) - [j16]Jingliang Hu, Danfeng Hong, Yuanyuan Wang, Xiao Xiang Zhu:
A Comparative Review of Manifold Learning Techniques for Hyperspectral and Polarimetric SAR Image Fusion. Remote. Sens. 11(6): 681 (2019) - [j15]Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu:
CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences. IEEE Trans. Geosci. Remote. Sens. 57(7): 4349-4359 (2019) - [j14]Xin Wu, Danfeng Hong, Jiaojiao Tian, Jocelyn Chanussot, Wei Li, Ran Tao:
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features. IEEE Trans. Geosci. Remote. Sens. 57(7): 5146-5158 (2019) - [j13]Renlong Hang, Qingshan Liu, Danfeng Hong, Pedram Ghamisi:
Cascaded Recurrent Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(8): 5384-5394 (2019) - [j12]Xun Liu, Chenwei Deng, Jocelyn Chanussot, Danfeng Hong, Baojun Zhao:
StfNet: A Two-Stream Convolutional Neural Network for Spatiotemporal Image Fusion. IEEE Trans. Geosci. Remote. Sens. 57(9): 6552-6564 (2019) - [j11]Jingliang Hu, Danfeng Hong, Xiao Xiang Zhu:
MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data. IEEE Trans. Geosci. Remote. Sens. 57(11): 9025-9040 (2019) - [j10]Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu:
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing. IEEE Trans. Image Process. 28(4): 1923-1938 (2019) - [c13]Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Uta Heiden, Wieke Heldens, Xiao Xiang Zhu:
WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery. IGARSS 2019: 373-376 - [c12]Xin Wu, Danfeng Hong, Jiaojiao Tian, Ralph Kiefl, Ran Tao:
A Weakly-Supervised Deep Network for DSM-Aided Vehicle Detection. IGARSS 2019: 1318-1321 - [c11]Xin Wu, Danfeng Hong, Pedram Ghamisi, Wei Li, Ran Tao:
LW-ODF: A Light-Weight Object Detection Framework for Optical Remote Sensing Imagery. IGARSS 2019: 1462-1465 - [c10]Jingliang Hu, Danfeng Hong, Yuanyuan Wang, Xiao Xiang Zhu:
A Topological Data Analysis Guided Fusion Algorithm: Mapper-Regularized Manifold Alignment. IGARSS 2019: 2822-2825 - [i10]Danfeng Hong, Naoto Yokoya, Nan Ge, Jocelyn Chanussot, Xiao Xiang Zhu:
Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification. CoRR abs/1901.02838 (2019) - [i9]Xin Wu, Danfeng Hong, Jiaojiao Tian, Jocelyn Chanussot, Wei Li, Ran Tao:
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features. CoRR abs/1901.07925 (2019) - [i8]Renlong Hang, Qingshan Liu, Danfeng Hong, Pedram Ghamisi:
Cascaded Recurrent Neural Networks for Hyperspectral Image Classification. CoRR abs/1902.10858 (2019) - [i7]Xin Wu, Danfeng Hong, Jocelyn Chanussot, Yang Xu, Ran Tao, Yue Wang:
Fourier-based Rotation-invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection. CoRR abs/1905.11074 (2019) - [i6]Jingliang Hu, Danfeng Hong, Xiao Xiang Zhu:
MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data. CoRR abs/1906.05512 (2019) - [i5]Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu:
Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data. CoRR abs/1912.08837 (2019) - [i4]Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, Xiao Xiang Zhu:
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification. CoRR abs/1912.08847 (2019) - 2018
- [j9]Danfeng Hong, Xiao Xiang Zhu:
SULoRA: Subspace Unmixing With Low-Rank Attribute Embedding for Hyperspectral Data Analysis. IEEE J. Sel. Top. Signal Process. 12(6): 1351-1363 (2018) - [j8]Xin Wu, Danfeng Hong, Pedram Ghamisi, Wei Li, Ran Tao:
MsRi-CCF: Multi-Scale and Rotation-Insensitive Convolutional Channel Features for Geospatial Object Detection. Remote. Sens. 10(12): 1990 (2018) - [c9]Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu:
Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification. ECCV (8) 2018: 478-493 - [i3]Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu:
Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification. CoRR abs/1808.05110 (2018) - [i2]Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu:
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing. CoRR abs/1810.12000 (2018) - [i1]Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu:
CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences. CoRR abs/1812.11501 (2018) - 2017
- [j7]Danfeng Hong, Naoto Yokoya, Xiao Xiang Zhu:
Learning a Robust Local Manifold Representation for Hyperspectral Dimensionality Reduction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(6): 2960-2975 (2017) - [c8]Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu:
Learning a low-coherence dictionary to address spectral variability for hyperspectral unmixing. ICIP 2017: 235-239 - 2016
- [j6]Jian Su, Zhengguo Sheng, Danfeng Hong, Guangjun Wen:
An Effective Frame Breaking Policy for Dynamic Framed Slotted Aloha in RFID. IEEE Commun. Lett. 20(4): 692-695 (2016) - [j5]Jian Su, Danfeng Hong, Junlin Tang, Haipeng Chen:
An Efficient Anti-Collision Algorithm Based on Improved Collision Detection Scheme. IEICE Trans. Commun. 99-B(2): 465-470 (2016) - [j4]Jian Su, Xuefeng Zhao, Danfeng Hong, Zhongqiang Luo, Haipeng Chen:
Q-Value Fine-Grained Adjustment Based RFID Anti-Collision Algorithm. IEICE Trans. Commun. 99-B(7): 1593-1598 (2016) - [j3]Danfeng Hong, Wanquan Liu, Xin Wu, Zhenkuan Pan, Jian Su:
Robust palmprint recognition based on the fast variation Vese-Osher model. Neurocomputing 174: 999-1012 (2016) - [c7]Jian Su, Zhengguo Sheng, Danfeng Hong, Victor C. M. Leung:
An efficient sub-frame based tag identification algorithm for UHF RFID systems. ICC 2016: 1-6 - [c6]Danfeng Hong, Naoto Yokoya, Xiao Xiang Zhu:
Local manifold learning with robust neighbors selection for hyperspectral dimensionality reduction. IGARSS 2016: 40-43 - [c5]Danfeng Hong, Naoto Yokoya, Xiao Xiang Zhu:
The K-LLE algorithm for nonlinear dimensionality ruduction of large-scale hyperspectral data. WHISPERS 2016: 1-5 - 2015
- [j2]Danfeng Hong, Wanquan Liu, Jian Su, Zhenkuan Pan, Guodong Wang:
A novel hierarchical approach for multispectral palmprint recognition. Neurocomputing 151: 511-521 (2015) - [j1]Zhigang Zhao, Xin Wu, Weizhong Zhang, Yi Zhao, Danfeng Hong, Zhenkuan Pan:
融合水平梯度与局部信息强度的掌纹识别算法 (Palmprint Recognition Algorithm of Integrating Horizontal Gradient and Local Information Intensity). 计算机科学 42(6): 317-321 (2015) - [c4]Mengqi Jia, Weibo Wei, Danfeng Hong, Gang Wang:
A Palmprint Recognition Algorithm Based on GIDBC. CCBR 2015: 258-265 - [c3]Gang Wang, Weibo Wei, Zhenkuan Pan, Danfeng Hong, Mengqi Jia:
Structural Feature Measurement Using Fast VO Model for Blurred Palmprint Recognition. CCBR 2015: 266-274 - [c2]Gang Wang, Weibo Wei, Zhenkuan Pan, Danfeng Hong, Mengqi Jia:
Fusion of Contour Feature and Edge Texture Information for Palmprint Recognition. IGTA 2015: 272-281 - 2014
- [c1]Danfeng Hong, Xin Wu, Zhenkuan Pan, Jian Su, Weibo Wei, Yaoyao Niu:
A Fast Robustness Palmprint Recognition Algorithm. CCBR 2014: 311-318
Coauthor Index
[j164] [j161] [j160] [j156] [j153] [j146] [j142] [i60] [i57] [i52] [j139] [j137] [j133] [j129] [j128] [j126] [j124] [j117] [c35] [c31] [i50] [i49] [i44] [i40] [j114] [j106] [j100] [j99] [j98] [j97] [j96] [j95] [j93] [j92] [j86] [i38] [i37] [j84] [j83] [j80] [j79] [j78] [j77] [j73] [j72] [j69] [j68] [j66] [j65] [j60] [j59] [j56] [j55] [j54] [j51] [j50] [j49] [j48] [j46] [j44] [j43] [j42] [j40] [j39] [c29] [c28] [i36] [i35] [i34] [i33] [i31] [j36] [j35] [j34] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [j25] [c23] [c22] [c21] [i30] [i29] [i28] [i26] [j22] [j20] [j19] [c16] [c15] [c14] [i23] [i21] [i20] [i18] [i16] [i15] [i14] [i13] [i12] [i11] [j15] [j14] [j12] [j10] [c13] [i10] [i9] [i7] [i5] [i4] [i2] [i1] [c8]
[j158] [j139] [j133] [j129] [j124] [j122] [c31] [i50] [i49] [j107] [j100] [j99] [j95] [j93] [j92] [i38] [i37] [j83] [j80] [j75] [j66] [j65] [j59] [j55] [j54] [j44] [j43] [j39] [c29] [c28] [i35] [i34] [i33] [j37] [j32] [j30] [j27] [j26] [c23] [c19] [c18] [i30] [i29] [i28] [i26] [c16] [c15] [c14] [i20] [i18] [i16] [i14] [i13] [i12]
[j142] [i57] [i52] [j137] [j133] [j129] [j124] [j120] [c32] [i50] [j112] [j109] [j105] [j102] [j99] [j95] [j92] [i38] [i37] [j83] [j79] [j78] [j77] [j65] [j60] [j57] [j56] [j55] [j54] [j42] [j39] [c29] [i35] [i33] [j38] [j36] [j35] [j32] [j31] [j30] [j26] [c23] [c21] [c19] [c18] [i29] [i27] [i26] [i16] [i15] [i14] [i13]
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