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

Author

Hao Xie

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Conference Aug 2026

Lightweight Cross-Temporal Gating Network for Remote Sensing Change Detection

Accurate remote sensing change detection requires separating genuine land-cover changes from appearance variations while retaining small objects and boundaries. This paper presents a Lightweight Cross-Temporal Gating Network (LCTGNet), a compact Siamese convolutional model for bi-temporal images. A single shared Mobile...

Hao Xie, Chao-Xu Liang, Hong-Fan Lin et al. · 0 citations
Open access 2026

SeCoR: Evidence-Guided Selective Correction for Lightweight Remote Sensing Change Detection

Remote sensing change detection (RSCD) aims to identify land-cover changes from bitemporal images and is widely used in urban monitoring, disaster assessment, and land-resource analysis. Lightweight RSCD models usually rely on compact backbones and efficient temporal interaction, but most of them update bitemporal feat...

Chaoyun Mai, Hai-Peng He, Hao Xie et al. · 0 citations

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