Preserving Color in Neural Artistic Style Transfer

Code

• github.com/feziodoshi/Neural-Artistic-Style-Video-
  tf★ 11
• github.com/JasperNg/ColorPreservationYUV
  none★ 0
• github.com/cysmith/neural-style-tf
  tf★ 0
• github.com/rrmina/neural-style-pytorch
  pytorch★ 0
• github.com/telecombcn-dl/2018-dlai-team5
  tf★ 0
• github.com/parisGPB/Neural-Style-Transfer
  tf★ 0
• github.com/RajeshNN/neural-style-transfer-pytorch
  pytorch★ 0

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.

Tasks

Reproductions