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Background Removal using Gaussian Model

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Background Removal using Gaussian Model

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Input image. Get out binary foreground mask.

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Description

Models image as sample from one of 2 Gaussians in RGB space. Classifies each pixel as having originated from one Gaussian.

In the future this could be expanded to remove the ith, kth, etc Gaussians from an N-Gaussian image model.

RemoveBackground.m contains a demonstration of how to use the main function, separate.m

Acknowledgements

Em Gm inspired this file.

MATLAB release MATLAB 7.11 (R2010b)
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Comments and Ratings (5)
28 Mar 2014 Maxaon

Thanks

05 Dec 2013 Sonit SukhRaj Singh  
22 Nov 2013 Alexander Farley

Hi Supriya, I just tested in R2013a and it seems to work correctly.

22 Oct 2013 supriya M

sir i tried to run this code in matlab2013-computer vision toolbox as well as 2010 but it shows error for2013-undefined function kmeans,also statsremovenan....how to run it....

05 Sep 2013 Reja Rabbi  

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