CGMMA: CNN-GNN Multiscale Mixed Attention Network for Remote Sensing Image Change Detection

Remote sensing change detection (CD) networks have been increasingly powerful with the application of convolutional neural networks (CNNs) and transformers. The CNN-based CD method with a CNN backbone has been widely used and plays an significant role. In complex spatial relationships within remote...

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Détails bibliographiques

Auteurs principaux:	Yan Zhang, Xinyang Song, Zhen Hua, Jinjiang Li
Format:	Artigo
Langue:	Inglês
Publié:	IEEE 2024-01-01
Collection:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Sujets:	Attention mechanism convolutional neural network (CNN) graph convolution remote sensing change detection (CD) transformer
Accès en ligne:	https://ieeexplore.ieee.org/document/10414003/
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