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

 

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

• Gustav Larsson
• Michael Maire
• Gregory Shakhnarovich

 

• [Website]
• [Code]
• [arXiv]
• [PDF]
• [Bibtex]
• [Demo]
• [Publisher]

 

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 

　　　　

Code and Data

• [CODE]

• [DATA]

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 |