Image Colorization According to the Semantics of the Scene and the Surface Texture

by. Jongwon Lee | 144 Views (88 Uniq Views) | about 1 year ago

#DeepLearning #Colorization #CNN

The semantics of the scene and its surface texture provide ample cues for many regions in each image. Learning those features makes the colorization of grayscale images viable.

Related Article:
https://arxiv.org/pdf/1603.08511.pdf

1. Why do we want Colorization?

Colorful Image Colorization (Zhang et al) states that their goal for colonizing grayscale images is to fool the human observer but not to recover the image.