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Wei-Bin Li

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2026

WaveDSNet: A Wavelet-Enhanced Discrepancy Semantic Network for Water Change Detection in SAR Imagery

Water change detection in synthetic aperture radar (SAR) imagery is important for inundation extent delineation and river course monitoring. However, existing methods still face three core challenges: inherent speckle noise interference, insufficient extraction of semantic-structural features, and the lack of dedicated...

Shu-Guang Gao, Zhong-Le Ren, Kai Wang et al. · 0 citations
2026

CRISP: Cross-Modal Residual Guidance and Spatial Realignment for Remote Sensing Visual Question Answering

Remote sensing visual question answering (RSVQA) remains challenging because the evidence relevant to the question in remote sensing (RS) imagery is typically sparse, spatially dispersed, and highly variable in scale and layout. This structural heterogeneity poses a major challenge to existing transfer strategies, whic...

Chang Xu, Zhong-Le Ren, Biao Hou et al. · 0 citations

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