Semantic Change Detection Based on a New Chinese Satellite Dataset and a Deep Conditional Random Field Framework. - Sunan Shi; Yanfei Zhong; Yinhe Liu; Jue Wang 011; Deren Li (IGARSS, 2022)

Land-Use/Land-Cover Change Detection Based on Class-Prior Object-Oriented Conditional Random Field Framework for High Spatial Resolution Remote Sensing Imagery. - Sunan Shi; Yanfei Zhong; Ji Zhao 006; Pengyuan Lv; Yinhe Liu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning. - Yinhe Liu; Sunan Shi; Junjue Wang; Yanfei Zhong (ICCV, 2023)

High-Resolution Fine-Grained Wetland Mapping Based on Class-Balanced Deep Semantic Segmentation Networks. - Yingxin Wu; Yinhe Liu; Sunan Shi; Yanfei Zhong (IGARSS, 2023)

Multi-temporal urban semantic understanding based on GF-2 remote sensing imagery: from tri-temporal datasets to multi-task mapping. - Sunan Shi; Yanfei Zhong; Yinhe Liu; Jue Wang 011; Yuting Wan; Ji Zhao 006; Pengyuan Lv; Liangpei Zhang 001; Deren Li (Int. J. Digit. Earth, 2023)

MapChange: Enhancing Semantic Change Detection with Temporal-Invariant Historical Maps Based on Deep Triplet Network. - Yinhe Liu; Sunan Shi; Zhuo Zheng; Jue Wang 011; Shiqi Tian; Yanfei Zhong (IGARSS, 2024)

Remote Sensing Image Land Cover Classification with Label Noise Based on Deep Reinforcement Learning. - Yinhe Liu; Xian Xu; Sunan Shi; Ruoyu Yang; Yanfei Zhong (IGARSS, 2024)

Cross-temporal high spatial resolution urban scene classification and change detection based on a class-weighted deep adaptation network. - Sunan Shi; Yanfei Zhong; Yinhe Liu; Liangpei Zhang 001; Deren Li (Urban Inform., 2024)

Water-Body Monitoring and Erosion-Deposition Analysis of East Dongting Lake Based on Long Time-Series Remote Sensing Data. - Lihua Wang; Jian Xu; Sunan Shi; Guozhong Li; Shiming Yao; Hualong Luan; Xiao Xiao; Zican He (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)