📝 Publications

🎙 Semantic segmentation

JARS of SPIE
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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

Paper

  • We proposed an encoder-decoder network combined with attention mechanism for SAR image feature classification.
National Remote Sensing Bulletin
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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

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
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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.