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Sparse point annotations for remote sensing image segmentation

Abstract In the realm of deep learning, fine-grained semantic segmentation of Remote Sensing Images (RSIs) requires densely annotated pixel samples. However, acquiring such precise labels for training often incurs substantial financial and human costs. While point annotations are easier to acquire t...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Sixian Chan, Wangjie Zhou, Yanjing Lei, Chao Li, Jie Hu, Feng Hong
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Nature Portfolio 2025-07-01
Saila:Scientific Reports
Gaiak:
Sarrera elektronikoa:https://doi.org/10.1038/s41598-025-12969-6
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