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
- 2023.02: 🎉 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
🎙 Semantic segmentation
Land cover classification of synthetic aperture radar images based on encoder-decoder network with an attention mechanism
Nai-Rong Zheng, Zi-An Yang, Xian-Zheng Shi, Ruo-Yi Zhou, Feng Wang
- We proposed an encoder-decoder network combined with attention mechanism for SAR image feature classification.
Airborne Multi-Dimensional SAR Land Cover Dataset and Fusion Classification Method
Nai-Rong Zheng, Zi-An Yang, Xian-Zheng 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.
Semi-automatic Annotation Method for Semantic Segmentation of Synthetic Aperture Radar Images
Nai-Rong Zheng, Zi-An Yang, Hong Yang, Yue Sun, Feng Wang
- An efficient pixel level semi-automatic labeling algorithm was proposed.
🎖 Honors and Awards
- 2022.04 Huawei Scholarship.
📖 Educations
- 2020.09 - 2023.06, Master, Fudan University, Shanghai, China.
- 2016.09 - 2020.06, Undergraduate, Fuzhou University, Fuzhou, China.