arXiv:1606.05897cs.CV
Preserving Color in Neural Artistic Style Transfer
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Abstract
This note presents an extension to the neural artistic style transfer algorithm (Gatys et al.). The original algorithm transforms an image to have the style of another given image. For example, a photograph can be transformed to have the style of a famous painting. Here we address a potential shortcoming of the original method: the algorithm transfers the colors of the original painting, which can alter the appearance of the scene in undesirable ways. We describe simple linear methods for transferring style while preserving colors.
There has been other recent work (Preserving Color in Neural Artistic Style Transfer) that allowed control, separate from the "style", over how much of the original painting's color palette to use: https://arxiv.org/pdf/1606.05897v1.pdf It isn't too hard to extrapolate from this…
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