📝 Publications
JARS of SPIE
Land cover classification of synthetic aperture radar images based on encoder-decoder network with an attention mechanism
Nairong Zheng, Zian Yang, Xianzheng Shi, Ruoyi Zhou, Feng Wang
- We proposed an encoder-decoder network combined with attention mechanism for SAR image feature classification.
National Remote Sensing Bulletin
Airborne Multi-Dimensional SAR Land Cover Dataset and Fusion Classification Method
Nairong Zheng, Zian Yang, Xianzheng Shi, Hong Yang, Yue Sun, Feng Wang
- We constructed a set of multi-dimensional SAR land cover classification dataset (AIR-MDSAR-Map), and proposed a variety of fusion strategies to achieve land cover classification.
CHREOC 2022
Semi-automatic Annotation Method for Semantic Segmentation of Synthetic Aperture Radar Images
Nairong Zheng, Zian Yang, Hong Yang, Yue Sun, Feng Wang
- An efficient pixel level semi-automatic labeling algorithm was proposed.
arXiv 2026ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories, Siyuan Luo, Nairong Zheng, Lin Zhou, Tiankuo Yao, Shengyou Yuan, Haojia Yu, Cong Pang, Jiapeng Luo, Lewei LuRemote Sensing 2025Graph-Based Few-Shot Learning for Synthetic Aperture Radar Automatic Target Recognition with Alternating Direction Method of Multipliers, Jing Jin, Zitai Xu, Nairong Zheng, Feng WangRemote Sensing 2023DSSFN: A dual-stream self-attention fusion network for effective hyperspectral image classification, Zian Yang, Nairong Zheng, Feng WangIGARSS 2023Precise and fast segmentation of sea ice in high-resolution images based on multiscale and knowledge distillation, Zian Yang, Nairong Zheng, Xianzheng Shi, Wenbo Zhou, Feng WangCHREOC 2022SAR Image Classification by Combining Transformer and Convolutional Neural Networks, Zian Yang, Nairong Zheng, Feng Wang