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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,…

Cited by 0SourceScholar
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…

Cited by 1SourcePDFScholar