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Matlab: Image Processing through Expectation Maximization

I need to implement Expectation Maximization through the use of Matlab for image segmentation. The basic idea is below from previous work done. A framework of codes and a possible set of EM codes can be provided but modifications need to be done.

Not only would I need a working set of codes but I'll need guidance to understand both EM and the codes fully.

Idea:

A sequence of images(eg. 20 frames) input into the framework codes which make use of EM to produce background models.(eg. 3 background models each with a mean and variance)

A current(test frame) image is being compared with the background models.

3 D-matrices are produced using D=I-mu/sigma (something like this) and the min is taken :

D=min(D(:,:,1), D(:,:,2), D(:,:,3));

Thresholding is done next (i.e. map=<5)

Blobs are formed for connected component analysis.

Small regions are removed for better performance.

Beceriler:

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İşveren Hakkında:
( 0 değerlendirme ) Singapore

Proje NO: #445

3 freelancers are bidding on average $400 for this job

rijish

We are a group of young professionals completed our masters degree in computer application from one of the best universities in India . We have done a good number of freelancing projects in .NET applications VC++, VB, Daha fazlası

in 30 gün içinde1000$ USD
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arun2004

Conversant with the EM algorithm and Gibbs sampling to compute maximum likelihood estimates given incomplete samples. 1 year experience in working with MATLAB. Research publication in 3D Image processing.

in 15 gün içinde100$ USD
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bijli4bid

Will be able to do it in a few days

in 5 gün içinde100$ USD
(1 Değerlendirme)
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