Author

Li-Jun Tang

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2026

High-Level Semantic-Guided Lightweight Network for Remote Sensing Image Change Detection

Existing remote sensing image change detection (RSCD) methods generally suffer from high computational overhead and insufficient utilization of high-level semantic information. To address these issues, this letter proposes a high-level semantic-guided lightweight network for RSCD, termed CGLNet. In particular, a dual-d...

Shen-Bo Liu, Jie Lei, Yan-Ming Peng et al. · IEEE Geoscience and Remote S... · 0 citations

Open access Aug 2026

BCNet: Boundary-Constrained Remote Sensing Change Detection Network Based on Vision Foundation Models

This paper proposes a boundary-constrained remote sensing change detection network based on vision foundation models (BCNet), which exhibits superior detection accuracy and edge detail preservation capabilities in complex regions.

Shen-Bo Liu, Dong-Xue Zhao, Huang He et al. · Remote Sensing · 0 citations