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天然图像抠图技术发展情况梳理（image matting, alpha matting）-CV Topic 1

分类: IT文章 • 2024-08-18 12:15:49
自然图像抠图技术发展情况梳理（image matting, alpha matting）--CV Topic 1
自然图像抠图技术发展情况梳理
Sason@****

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, ICCV2009;

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.****.net/detail/jlwyc/4676516  一个OpenCV实现

12. Non-local Matting, Lee, CVPR 2011;

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

13. 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


其他资料：

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

A Perceptually Motivated Online Benchmark for ImageMatting

http://www.alphamatting.com/

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

Bayesian & Robust Matting & Flash Matting的实现

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

Image Matting GUI，4 algorithms include Poisson Matting

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

Some Techniques of Natural Image and Video Matting

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

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