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Yan-Yan Mao

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Open access 2026

LTS-ProtoNet: Local–Temporal–Semantic Prototype Network for Remote Sensing Change Detection

Remote sensing change detection still faces several challenges in complex scenes, including boundary ambiguity, cross-temporal appearance interference, and large object-scale variations. To address these issues, this article proposes LTS-ProtoNet, a local–temporal–semantic prototype network driven by a learnable change...

Hui Zhang, Zhao-Long Gao, Yan-Yan Mao · 0 citations
Open access 2026

DIBNet: Discrepancy-Invariant Boundary-Guided Network for Remote Sensing Change Detection

Remote sensing change detection (RSCD) aims to conduct difference analysis on RS images obtained in different time phases of the same area. It plays a critical role in applications, such as disaster monitoring and forest cover analysis, and has evolved rapidly in recent years. However, how to suppress false changes whi...

Kai-Sheng Li, Yan-Yan Mao, Zhao-Long Gao · 0 citations

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