Mcmc Image Processing Example In Matlab Or Python

March 26, 2024 Post a Comment

I am looking for a sample code that utilizes Markov Chain Monte Carlo method for image processing, preferably for segmentation, in Matlab or Python. Except for the MRP ICM.m exampl

Solution 1:

From Mumford's Pattern Theory book samples

http://www.dam.brown.edu/ptg/MDbook/

this chapter

http://www.dam.brown.edu/ptg/MDbook/Chapter4.html

has Ising model and MCMC (Gibbs sampling).

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Also

http://elec.otago.ac.nz/w/images/1/19/ELEC404_Inverse_Problems.pdf

I found that searching for "imread", "MCMC", "Hastings" provides good results.

Solution 2:

http://healthyalgorithms.wordpress.com/2008/11/05/mcmc-in-python-pymc-to-sample-uniformly-from-a-convex-body/
http://notendur.hi.is/eches/research.html
http://www.cs.ubc.ca/~murphyk/Teaching/CS340-Fall06/reading/mcmc.pdf

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Mcmc Image Processing Example In Matlab Or Python

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