An attention-based multiscale transformer network for remote sensing image change detection

• Published in: ISPRS journal of photogrammetry and remote sensing Vol. 202; pp. 599 - 609
• Main Authors: Liu, Wei, Lin, Yiyuan, Liu, Weijia, Yu, Yongtao, Li, Jonathan
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.08.2023
• Subjects: Attention mechanism; Change detection; climate; data collection; domain; Multiscale; photogrammetry; Transformer; Attention mechanism; Transformer; Change detection; Multiscale

The bi-temporal change detection (CD) is still challenging for high-resolution optical remote sensing data analysis due to various factors such as complex textures, seasonal variations, climate changes, and new requirements. We propose an attention-based multiscale transformer network (AMTNet) that...