Home > Uncategorized > Markov Random Field (MRF)

## Markov Random Field (MRF)

I found that this slides from Prof. Bouman contains tons of great references: http://cobweb.ecn.purdue.edu/~bouman/publications/mrf_tutorial/references.pdf

This is the tutorial on MRF from the same website: http://cobweb.ecn.purdue.edu/~bouman/publications/mrf_tutorial/view.pdf

Actually, Prof. Bouman’s website contains a lot of great stuff: http://cobweb.ecn.purdue.edu/~bouman/

This is another tutorial slide used in CVPR-98: http://www.lx.it.pt/~mtf/FigueiredoCVPR.pdf

My choices:

I found a good and brief tutorial paper: ftp://ftp.cwi.nl/pub/CWIQuarterly/1998/11.4/perez.pdf I will have to read this paper!

I found that this book contains concise and understandable MRF: Pattern Theory: From Representation to Inference: http://www.amazon.com/Pattern-Theory-Representation-Inference-European/dp/0199297061/ref=pd_sim_b_img_4

This book is also very interesting: http://www.amazon.com/Analysis-Random-Fields-Markov-Methods/dp/3540442138/ref=pd_bxgy_b_img_b

Some people said this is a very good book for introductory MRF: http://www.ams.org/online_bks/conm1/

Some said that this book is great: http://www.amazon.com/Modeling-Analysis-Computer-Science-Workbench/dp/4431703098/ref=pd_bxgy_b_img_b you can get the chapter 1 for free here: http://www.nlpr.ia.ac.cn/users/szli/MRF_Book/MRF_Book.html