Danfeng Hong

1. SpectralGPT: Spectral Remote Sensing Foundation Model
   2024/08/01 by Danfeng Hong, Bing Zhang, Xuyang Li +11 · 42 citations
2. More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification
   2020/08/24 by Danfeng Hong, Lianru Gao, Naoto Yokoya +4 · 10 citations
   Engineering · Computer Science · #Remote-Sensing Image Classification #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
3. Graph Convolutional Networks for Hyperspectral Image Classification
   2020/08/18 by Danfeng Hong, Lianru Gao, Jing Yao +3 · 6 citations
   Engineering · Environmental Science · #Advanced Image Fusion Techniques #Remote Sensing in Agriculture #Remote-Sensing Image Classification
4. 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
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. Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review
   2022/05/13 by Minghua Wang, Wang, Minghua, Danfeng Hong +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
7. 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)
8. 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
9. 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
10. 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
11. 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
12. 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
13. 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
14. DisasterTD: Disaster Toponym Disambiguation Using Multimodal LLMs and Cross-View Geolocalization
    2026/07/26 by Wenping Yin, Ziqi Liu, Naixia Mou +3
    #cs.CV #cs.AI