no code implementations • 15 Dec 2023 • Xin Guo, Jiangwei Lao, Bo Dang, Yingying Zhang, Lei Yu, Lixiang Ru, Liheng Zhong, Ziyuan Huang, Kang Wu, Dingxiang Hu, Huimei He, Jian Wang, Jingdong Chen, Ming Yang, Yongjun Zhang, Yansheng Li
Prior studies on Remote Sensing Foundation Model (RSFM) reveal immense potential towards a generic model for Earth Observation.
1 code implementation • ScienseDirect 2022 • Liheng Zhong
The multibranch decoder enables land cover classification in a multitask learning setup, performing semantic seg mentation and reconstructing multimodal remote sensing indices, which are selected as representatives of domain knowledge.
no code implementations • 19 Oct 2021 • Chenxi Lin, Liheng Zhong, Xiao-Peng Song, Jinwei Dong, David B. Lobell, Zhenong Jin
Land cover classification in remote sensing is often faced with the challenge of limited ground truth.