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Author

Shimaa Bergies

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Open access 2026

SwinMSNet: A Swin Transformer-Based Multiscale Network for Spatio-Environmental Changes

Reliable change detection in remote sensing imagery is critical for supporting applications, such as rapid disaster response and urban development monitoring, where small-scale and incomplete changes are often overlooked. This study proposes SwinMSNet, a Swin transformer-based multiscale network designed to improve rec...

Ching-He Hsu, Pei-Jun Lee, Tsu-En Tien et al. · 0 citations

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