利用深度学习网络自动给图像上色的文章和相关工程实现
1. Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification
Satoshi Iizuka* Edgar Simo-Serra* Hiroshi Ishikawa (*equal contribution) SIGGRAPH 2016
Project Page: http://hi.cs.waseda.ac.jp/~iizuka/projects/colorization/en/
Paper: http://hi.cs.waseda.ac.jp/~iizuka/projects/colorization/data/colorization_sig2016.pdf
GitHub Code: https://github.com/satoshiiizuka/siggraph2016_colorization
2. Colorful Image Colorization
| Richard Zhang | Phillip Isola | Alexei A. Efros |
| [Demo] | [GitHub] | [Talk] | [Slides] | [Paper] |
Project Page: http://richzhang.github.io/colorization/
GitHub code: https://github.com/richzhang/colorization
3. Learning Representations for Automatic Colorization ECCV 2016
4. Automatic Colorization
Project Page : http://tinyclouds.org/colorize/
5. Learning Large-Scale Automatic Image Colorization
Aditya Deshpande, Jason Rock and David Forsyth University of Illinois at Urbana-Champaign
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| Publications |
| Aditya Deshpande, Jason Rock and David Forsyth, "Learning Large-Scale Automatic Image Colorization", International Conference on Computer Vision (ICCV), 2015, Santiago, Chile. |
| | PDF (7.2MB) | Supplementary Material (224MB) | BibTeX | |