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ISPDiffuser: Advanced RAW-to-sRGB Mapping by yongknghonguang is a document available to read on EtoBox.

What is ISPDiffuser: Advanced RAW-to-sRGB Mapping about?

The document introduces ISPDiffuser, a novel diffusion-based framework for converting RAW images to sRGB, which separates the mapping process into detail reconstruction and color consistency mapping. It employs a texture-aware diffusion model to enhance local detail recovery and a histogram-guided color consistency module to ensure accurate color mapping. Experimental results demonstrate that ISPDiffuser outperforms existing methods in both quantitative and visual quality of generated images.

Author

yongknghonguang

Language

EN