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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Zi-Hong Zhan

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Open access 2026

TA-VSSM: Topology-Aware Visual State Space Model for Road Change Detection

Road change detection (RCD) in remote sensing imagery is inherently challenging due to the elongated geometry, complex topology, and strong directionality of road networks, which often result in fragmented predictions and inconsistent structures. To address these issues, we propose a topology-aware visual state space m...

Zi-Hong Zhan, Jie-Song Wu, Shan-Juan Chen et al. · 0 citations

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