I need to implement Expectation Maximization through the use of Matlab for image segmentation. The basic idea is below from previous work 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.
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Hai 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, C, C++, Matlab and PHP and are looking forward to establish long-term business relationship. we guarenty a well documented work in the end with technical perfection a well explained documentation can be submitted in 5-10 days
With our expertise in MatLab and the track record with scientific software development experience, we can complete this and we will give you free support for 6 months.