I graduated from the College of Physics and Information Engineering, Fuzhou University with a bachelor’s degree and from the Key Laboratory for Information Science of Electromagnetic Waves (Ministry of Education), the School of Information Science and Technology, Fudan University with a master’s degree, advised by Feng Wang.

My research interests include SAR image processing and semantic segmentation.

🔥 News

• 2023.06:  🎉 I got my Master degree from Fudan University.
• 2023.02:  🎉 One first-authored paper about land cover classification for multi-dimensional SAR images is accepted by National Remote Sensing Bulletin.
• 2022.05:  🎉 One first-authored paper about land cover classification is accepted by SPIE’s Journal of Applied Remote Sensing.
• 2020.06:  🎉 I got my Bachelor of Engineering degree from Fuzhou University, and entered Fudan University to study for a Master degree.

📝 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

Paper

• 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

Project

• 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 2026 ISE: 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 Lu
• Remote Sensing 2025 Graph-Based Few-Shot Learning for Synthetic Aperture Radar Automatic Target Recognition with Alternating Direction Method of Multipliers, Jing Jin, Zitai Xu, Nairong Zheng, Feng Wang
• Remote Sensing 2023 DSSFN: A dual-stream self-attention fusion network for effective hyperspectral image classification, Zian Yang, Nairong Zheng, Feng Wang
• IGARSS 2023 Precise 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 Wang
• CHREOC 2022 SAR Image Classification by Combining Transformer and Convolutional Neural Networks, Zian Yang, Nairong Zheng, Feng Wang

📖 Educations

• 2020.09 - 2023.06, Master, Fudan University, Shanghai, China.
• 2016.09 - 2020.06, Undergraduate, Fuzhou University, Fuzhou, China.