Hong, Danfeng

1. Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review
   2022/05/03 by Li, Jiaxin, Hong, Danfeng, Gao, Lianru +4 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
2. FCCDN: Feature Constraint Network for VHR Image Change Detection
   2021/05/23 by Chen, Pan, Hong, Danfeng, Chen, Zhengchao +3 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution
   2020/07/10 by Jing Yao, Danfeng Hong, Yao, Jing +9 · 2 citations
   Engineering · #Advanced Image Fusion Techniques #Remote-Sensing Image Classification #Photoacoustic and Ultrasonic Imaging
4. Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks
   2023/09/26 by Hong, Danfeng, Zhang, Bing, Li, Hao +7 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
5. FlexiMo: A Flexible Remote Sensing Foundation Model
   2025/03/31 by Xuyang Li, Li, Xuyang, Chenyu Li +5 · 9 citations
   Engineering · Computer Science · #Remote-Sensing Image Classification #Advanced Neural Network Applications #Automated Road and Building Extraction
6. A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers and Mamba Models
   2024/04/23 by Ahmad, Muhammad, Distifano, Salvatore, Khan, Adil Mehmood +7 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review
   2022/05/13 by Minghua Wang, Danfeng Hong, Wang, Minghua +13 · 2 citations
   Earth and Planetary Sciences · Engineering · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Geophysics and Gravity Measurements #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications #electronic engineering #information engineering
8. RS-MoE: A Vision-Language Model with Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering
   2024/11/03 by Lin, Hui, Hong, Danfeng, Ge, Shuhang +4 · 4 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction
   2025/02/21 by Li, Chenyu, Hong, Danfeng, Zhang, Bing +4 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. SeaMo: A Season-Aware Multimodal Foundation Model for Remote Sensing
    2024/12/26 by Xuyang Li, Chen-Yu Li, Li, Xuyang +4 · 4 citations
    Computer Science · Social Sciences · #Advanced Computational Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
11. Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student Attention
    2025/01/18 by Shanwen Wang, Xin Sun, Wang, Shanwen +7 · 2 citations
    Engineering · Computer Science · #Remote-Sensing Image Classification #Advanced Image Fusion Techniques #Advanced Image and Video Retrieval Techniques
12. Linearly-evolved Transformer for Pan-sharpening
    2024/04/19 by Junming Hou, Hou, Junming, Zihan Cao +15 · 1 citation
    Engineering · #Laser Material Processing Techniques #Advanced machining processes and optimization #Thermography and Photoacoustic Techniques
13. SpectralMamba: Efficient Mamba for Hyperspectral Image Classification
    2024/04/12 by Yao, Jing, Hong, Danfeng, Li, Chenyu +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
14. How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification
    2024/06/22 by Ali Jamali, Swalpa Kumar Roy, Jamali, Ali +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
15. Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion
    2024/09/03 by Ke Cao, Xuanhua He, Cao, Ke +10 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
16. PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing Imagery
    2024/06/16 by Libo Wang, Dongxu Li, Wang, Libo +9 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Automated Road and Building Extraction #Image Retrieval and Classification Techniques
17. Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion
    2022/05/07 by Hong, Danfeng, Yao, Jing, Meng, Deyu +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
18. FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models
    2025/01/05 by Lin, Hui, Zhang, Chao, Hong, Danfeng +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
19. SLCGC: A lightweight Self-supervised Low-pass Contrastive Graph Clustering Network for Hyperspectral Images
    2025/02/05 by Yao Ding, Zhili Zhang, Ding, Yao +11 · 1 citation
    Computer Science · Engineering · Neuroscience · #Brain Tumor Detection and Classification #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Remote-Sensing Image Classification #electronic engineering #information engineering
20. Joint Super-Resolution and Segmentation for 1-m Impervious Surface Area Mapping in China's Yangtze River Economic Belt
    2025/05/08 by Jie Deng, Deng, Jie, Danfeng Hong +5 · 2 citations
    Engineering · Environmental Science · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Remote Sensing and LiDAR Applications #Remote-Sensing Image Classification #electronic engineering #information engineering