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Ruoxi Fan

2 accepted papers

2025

GenColor: Generative and Expressive Color Enhancement with Pixel-Perfect Texture Preservation

NeurIPS 2025spotlight

Color enhancement is a crucial yet challenging task in digital photography. It demands methods that are (i) expressive enough for fine-grained adjustments, (ii) adaptable to diverse inputs, and (iii) able to preserve texture. Existing approaches typically fall short in at least one of these aspects,…

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2024

ChromaFusionNet (CFNet): Natural Fusion of Fine-Grained Color Editing

AAAI 2024technical

Digital image enhancement aims to deliver visually striking, pleasing images that align with human perception. While global techniques can elevate the image's overall aesthetics, fine-grained color enhancement can further boost visual appeal and expressiveness. However, colorists frequently face cha…

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