Neural Preset for Color Style Transfer
Zhanghan Ke, Yuhao Liu, Lei Zhu, Nanxuan Zhao, Rynson W. H. Lau
Abstract
NeuralPreset Figure 1. Our Color Style Transfer Results. (a) State-of-the-art methods PhotoNAS [1] and PhotoWCT 2 [7] produce distort textures (e.g., text in green box) and dissonant colors (e.g., content in orange box). Besides, they have long inference time even on the latest Nvidia RTX3090 GPU (red numbers in brackets). In contrast, our method avoids artifacts and is ∼28× faster. (b) Our method can produce faithful results on 8K images, but both PhotoNAS and PhotoWCT 2 run into the out-of-memory problem. Zoom in for better visualization.
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Install the CLIlune papers fulltext 8fa4ac5d-b1a7-4dfb-950d-26acb0c71865Cited by top-tier papers16
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