Danfeng Hong

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 202

Top Venues

IEEE Trans. Geosci. Remote. Sens.

CoRR

IEEE Geosci. Remote. Sens. Lett.

IGARSS

Publications

Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Bing Lu, Pedram Ghamisi
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
Jing Yao, Danfeng Hong, Chenyu Li, Jocelyn Chanussot
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification. CoRR (2024)
Xin He, Yushi Chen, Lingbo Huang, Danfeng Hong, Qian Du
Foundation Model-Based Multimodal Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
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 (2024)
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 (2024)
Shujun Yang, Yu Zhang, Yao Ding, Danfeng Hong
Superpixelwise Low-rank Approximation based Partial Label Learning for Hyperspectral Image Classification. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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) (2024)
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 (2024)
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) (2024)
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 (2024)
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 (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)
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 (2023)
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) (2023)
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 (2023)
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 (2023)
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
SpectralGPT: Spectral Foundation Model. CoRR (2023)
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 (2023)
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 (2023)
Xiangtao Zheng, Benoit Vozel, Danfeng Hong
Guest Editorial: Special issue on intelligence technology for remote sensing image. CAAI Trans. Intell. Technol. 8 (4) (2023)
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 (2023)
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 (2023)
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 (2023)
Zhonghao Chen, Danfeng Hong, Hongmin Gao
Grid Network: Feature Extraction in Anisotropic Perspective for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
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 (2023)
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 (2023)
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 (2023)
Kaiwen Zheng, Jie Huang, Man Zhou, Danfeng Hong, Feng Zhao
Deep Adaptive Pansharpening via Uncertainty-Aware Image Fusion. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
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 (2023)
Man Zhou, Jie Huang, Feng Zhao, Danfeng Hong
Modality-Aware Feature Integration for Pan-Sharpening. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
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 (2023)
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 (2023)
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 (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)
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 (2023)
Xin Wu, Danfeng Hong, Jocelyn Chanussot
UIU-Net: U-Net in U-Net for Infrared Small Object Detection. IEEE Trans. Image Process. 32 (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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) (2023)
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 (2023)
Sihan Yang, Haixia Bi, Xiaotian Wang, Danfeng Hong
Noise-Tolerant Unsupervised Classification for PolSAR Images Via Deep Clustering And Markov Random Field. IGARSS (2023)
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 (2022)
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot
Multimodal Fusion Transformer for Remote Sensing Image Classification. CoRR (2022)
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 (2022)
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 (2022)
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 (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)
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 (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)
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 (2022)
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 (2022)
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)
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 (2022)
Xun Liu, Danfeng Hong, Jocelyn Chanussot, Baojun Zhao, Pedram Ghamisi
Modality Translation in Remote Sensing Time Series. 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)
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 (2022)
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 (2022)
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 (2022)
Xin Wu, Danfeng Hong, Zhanchao Huang, Jocelyn Chanussot
Infrared Small Object Detection Using Deep Interactive U-Net. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
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 (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)
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 (2022)
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 (2022)
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 (2022)
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) (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)
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 (2022)
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 (2022)
Jing Yao, Danfeng Hong, Lianru Gao, Jocelyn Chanussot
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification. IGARSS (2022)
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)
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)
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 (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)
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 (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)
Danfeng Hong, Jing Yao, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion. CoRR (2022)
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 (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)
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 (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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Danfeng Hong