Search Results for author: Xianming Gu

Found 1 papers, 1 papers with code

AdaFuse: Adaptive Medical Image Fusion Based on Spatial-Frequential Cross Attention

1 code implementation9 Oct 2023 Xianming Gu, Lihui Wang, Zeyu Deng, Ying Cao, Xingyu Huang, Yue-Min Zhu

Specifically, we propose the cross-attention fusion (CAF) block, which adaptively fuses features of two modalities in the spatial and frequency domains by exchanging key and query values, and then calculates the cross-attention scores between the spatial and frequency features to further guide the spatial-frequential information fusion.

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