利用深度學習網絡自動給圖像上色的文章和相關工程實作

利用深度學習網絡自動給圖像上色的文章和相關工程實作 

1. Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification

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

<a href="https://richzhang.github.io/">Richard Zhang</a>

<a href="http://web.mit.edu/phillipi/">Phillip Isola</a>

<a href="http://www.eecs.berkeley.edu/~efros/">Alexei A. Efros</a>

<a href="http://demos.algorithmia.com/colorize-photos/">[Demo]</a>

<a href="https://github.com/richzhang/colorization">[GitHub]</a>

<a href="http://videolectures.net/eccv2016_zhang_image_colorization/">[Talk]</a>

<a href="https://www.dropbox.com/s/sa8m3y1ymj0ihct/presentation_eccv_release.pptx?dl=0">[Slides]</a>

<a href="https://arxiv.org/pdf/1603.08511.pdf">[Paper]</a>

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

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

3.  Learning Representations for Automatic Colorization   ECCV 2016

<a href="http://people.cs.uchicago.edu/~larsson/">Gustav Larsson</a>

<a href="http://ttic.uchicago.edu/~mmaire/">Michael Maire</a>

<a href="http://ttic.uchicago.edu/~gregory/">Gregory Shakhnarovich</a>

4.  Automatic Colorization

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

　　

5. Learning Large-Scale Automatic Image Colorization 

　　　　

Code and Data

<a href="https://github.com/aditya12agd5/iccv15_lscolorization">[CODE]</a>

<a href="http://vision.cs.illinois.edu/projects/lscolor/lscolorization_data.tar.gz">[DATA]</a>

Publications

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