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

* *   (*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

 

 

　　Project Page: http://richzhang.github.io/colorization/ 

　　GitHub code: https://github.com/richzhang/colorization 

 

3.  Learning Representations for Automatic Colorization   ECCV 2016

 

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4.  

Automatic Colorization

　　Project Page : http://tinyclouds.org/colorize/  

　　

 

5. Learning Large-Scale Automatic Image Colorization 

　　,  and  　　University of Illinois at Urbana-Champaign 

　　　　

Code and Data

Publications

Aditya Deshpande, Jason Rock and David Forsyth, "Learning Large-Scale Automatic Image Colorization", International Conference on Computer Vision (ICCV), 2015, Santiago, Chile.

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