2024
DOI: 10.1109/jstars.2024.3360431
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Multiview Hypergraph Fusion Network for Change Detection in High-Resolution Remote Sensing Images

Xue Zhao,
Kai Zhang,
Feng Zhang
et al.

Abstract: Currently, convolution neural networks (CNNs) and transformers have been the dominant paradigms for change detection (CD) thanks to their powerful local and global feature extraction capabilities. However, with the improvement of resolution, spatial, spectral, and temporal relationships among objects in remote sensing images are becoming more complicated, and cannot be modeled efficiently by existing methods. To capture the high-order complex relationships in images, we propose a multiview hypergraph fusion ne… Show more

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