Diff-IF: Multi-modality image fusion via diffusion model with fusion knowledge prior

Multi-modality image fusion (MMIF) aims to aggregate the complementary information from diverse source image domains. As the generative adversarial network-based methods have been the primary choice and demonstrated satisfactory fusion performance, they suffer from the unstable training and mode col...

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Bibliographic Details
Published in:Information fusion 2024-10, Vol.110, p.102450, Article 102450
Main Authors: Yi, Xunpeng, Tang, Linfeng, Zhang, Hao, Xu, Han, Ma, Jiayi
Format: Article
Language:English
Subjects:
Deep learning
Diffusion model
Image fusion
Infrared
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