Image Colorization using CycleGAN with semantic and spatial rationality
Image Colorization using CycleGAN with semantic and spatial rationality
Bin Li,Yi Lu,Wei Pang,Huixin Xu
2023 · DOI: 10.1007/s11042-023-14675-9
Multimedia tools and applications · 43 Citations
TLDR
The proposed SS-CycleGAN, a novel CycleGAN based solution for automatic image colorization, ensures the rationality of colored images considering three aspects: high-level semantics, detailed semantics, and spatial information of the objects to be colored in the image.