KGE–SwinFpn: Knowledge Graph Embedding in Swin Feature Pyramid Networks for Accurate Landslide Segmentation in Remote Sensing Images

Landslide disasters are complex spatiotemporal phenomena. Existing deep learning (DL) models for remote sensing (RS) image analysis primarily exploit shallow visual features, inadequately incorporating critical geological, geographical, and environmental knowledge. This limitation impairs detection...

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Bibliografiske detaljer

Principais autores:	Chunju Zhang, Xiangyu Zhao, Peng Ye, Xueying Zhang, Mingguo Wang, Yifan Pei, Chenxi Li
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2025-12-01
Serier:	Remote Sensing
Fag:	knowledge graph embedding remote sensing landslides multimodal semantic segmentation Swin transformer
Online adgang:	https://www.mdpi.com/2072-4292/18/1/71
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