自然图像抠图/视频抠像技术发展情况梳理

Sason@CSDN

持续更新.

当前更新日期2013.03.05, 添加Fast Mating、Global Matting、视频扣像。

当前更新日期2013.04.23, 添加2本Computer Vision书籍中相关章节。

当前更新日期2013.07.21, 添加CVPR 2013中2篇论文。

当前更新日期2013.08.19, 强推一个网站“http://www.alphamatting.com”。

此网站作为初学者研究Matting首选。第一次查到它时，评估做的没有这么详细。所以我自己做了这个调研。

自然图像抠图：

1. Bayesian Matting, Chuang, CVPR 2001.

http://grail.cs.washington.edu/projects/digital-matting/papers/cvpr2001.pdf  论文下载

http://grail.cs.washington.edu/projects/digital-matting/image-matting/ 项目网址

2. GraphCut Segmentation System, Rother, 2004.

http://pdf.aminer.org/000/292/851/demonstration_of_segmentation_with_interactive_graph_cuts.pdf 论文下载

http://pub.ist.ac.at/~vnk/software.html     Vladimir Kolmogorov

http://vision.csd.uwo.ca/code/ — some graph cut libraries and MATLAB wrappers

http://www.cis.upenn.edu/~jshi/GraphTutorial/ 宾大石建波老师做的教程

http://code.google.com/p/segmentationgraphcut/  Implementation of the articleStar Shape Prior for Graph-Cut Image Segmentation

3. Possion Matting, Sun, 2004.

http://research.microsoft.com/pubs/69117/poissonmatting_siggraph04.pdf 论文下载

http://www.cad.zju.edu.cn/home/zldong/code.html 浙江大学CAD&CG LAB董子龙主页

4. Lazy Snapping, Li, 2004.

http://research.microsoft.com/apps/pubs/default.aspx?id=69040  论文下载

http://lzhj.me/archives/93 一个博客中的相关介绍

https://github.com/zhijie/lazy-snapping-  C++实现

http://cs.brown.edu/courses/csci1950-g/results/final/thale/  一个学生的实现

http://www.cs.cmu.edu/~mohitg/segmentation.htm   "Lazy Snapping"和“GrabCut”的Matlab实现，基于交互式图割

5. Easy Matting, Guan, Eurographics,2006.

http://www.cad.zju.edu.cn/home/chenwei/research/EG2006_paper.pdf 论文下载

6. Flash Matting, Sun,ACM Transactions on Graphics, 2006.

http://research.microsoft.com/en-us/um/people/jiansun/papers/FlashMatting_SIGGRAPH06.pdf 论文下载

7. Robust Matting, Wang,CVPR 2007.

grail.cs.washington.edu/pub/papers/wang2007robust.pdf 论文下载

8. Spectral Matting, Levin, CVPR 2006.

http://www.vision.huji.ac.il/SpectralMatting/  项目网址，包括论文、代码和数据

9. Closed-form Matting, Levin, CVPR 2007.

http://people.csail.mit.edu/alevin/matting.tar.gz  代码下载网址

10. Learning-based Matting, Zheng, ICCV 2009.

http://www.mathworks.com/matlabcentral/fileexchange/31412  代码下载网址

11. Shared Matting, Gastal, Eurographics, 2010.

www.inf.ufrgs.br/~eslgastal/SharedMatting/  项目地址

http://download.csdn.net/detail/jlwyc/4676516  一个OpenCV实现

12. Fast Matting,K. He,CVPR2010.

mmlab.ie.cuhk.edu.hk/2010/CVPR10_FastMatting.pdf 

13. Global Matting, K. He, CVPR 2011.

research.microsoft.com/pubs/147302/heetal.pdf

14. Non-local Matting, Lee, CVPR 2011.

http://users.eecs.northwestern.edu/~pgl622/files/NonlocalMatting_Lee_2011.pdf  论文下载

15. KNN Matting, Chen, CVPR 2012.

http://ihome.ust.hk/~dli/projects/knn/  项目网址，包括论文、代码和数据

16. Improving Image Matting Using Comprehensive Sampling Sets, CVPR, 2013.

http://www.cv-foundation.org/openaccess/content_cvpr_2013/papers/Shahrian_Improving_Image_Matting_2013_CVPR_paper.pdf

17. Image Matting with Local and Nonlocal Smooth Priors, CVPR, 2013.

视频抠像：

1. Video Matting of Complex Scenes, ACM Transactions on Graphics, 2002.

2. Bayesian video matting using learnt image priors, CVPR 2004.

www.robots.ox.ac.uk/~nema/publications/Apostoloff04c.pdf

3. Defocus Video Matting, ACM Trans. Graph.2005.

http://dash.harvard.edu/bitstream/handle/1/4101995/mcguire-defocus.pdf?sequence=2

4. Natural video matting using camera arrays, ACM Transactions on Graphics, 2006.

http://graphics.ucsd.edu/papers/camera_array_matting/MultiCameraMatting.pdf

5. Spectral Video Matting, VMV, 2009.

vmv09.tu-bs.de/downloads/papers/eis09.pdf

6. Temporally coherent video matting, Graph.Models, 2010.

visualcomputing.yonsei.ac.kr/papers/2010/matting.pdf

7. Automatic Spectral Video Matting, PR, 2012.

http://www.sciencedirect.com/science/article/pii/S0031320312004463

yuwing.kaist.ac.kr/papers/eccv12_videomatte.pdf

其他资料：

1. Image and Video Matting: A Survey, Wang, 2007

http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.190.1825&rep=rep1&type=pdf

2. A Perceptually Motivated Online Benchmark for ImageMatting

http://www.alphamatting.com/

3. 数字抠像的最新研究进展 - 自动化学报 2012

www.aas.net.cn/qikan/manage/wenzhang/20121002.pdf

4. Bayesian & Robust Matting & Flash Matting的实现

http://mpac.ee.ntu.edu.tw/~sutony/vfx_matting/index.html

5. Image Matting GUI，4 algorithms include Poisson Matting

http://www.cs.unc.edu/~lguan/Research.files/Research.htm#IM

6. Some Techniques of Natural Image and Video Matting

http://www.cad.zju.edu.cn/home/zldong/course/CV2/Image%20Matting.doc

7. Richard J. Radke,Computer Vision forVisual Effects, Cambridge, 2013.

Chapter 2, Image Matting.

8. Richard Szeliski, Computer Vision: Algorithm andApplication, 2010.

Chapter 10. 4, Image matting andcompositing.

自然图像抠图/视频抠像技术发展情况梳理（image matting, alpha matting, video matting）--计算机视觉专题1

http://blog.csdn.net/anshan1984/article/details/8581225

图像/视觉显著性检测技术发展情况梳理(Saliency Detection、Visual Attention）--计算机视觉专题2
http://blog.csdn.net/anshan1984/article/details/8657176

超像素分割技术发展情况梳理(Superpixel Segmentation）--计算机视觉专题3
http://blog.csdn.net/anshan1984/article/details/8918167