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GMMEM based pixel labeling and

5.0 | 1 rating Rate this file 13 Downloads (last 30 days) File Size: 1.8 KB File ID: #46797 Version: 1.1
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GMMEM based pixel labeling and



30 May 2014 (Updated )

Program segment pixels on the basis of maximum probability obtained using EMGM algorithm

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Program computes the parameter of GMM model using EM algorithm,optimized parameter thus obtained are used to calculate probability of every pixel with respect to number of classes(for given example it is taken as k).And than maximum probabilty of every pixel with respect to all classes is computed, on the basis of this pixels are labeled.

Required Products MATLAB
MATLAB release MATLAB 8.1 (R2013a)
Other requirements None
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Comments and Ratings (2)
15 Sep 2016 Mohammad Asif Khan

I did it long time ago if I remember correctly this is the paper:
Gaussian-Mixture-Model-Based Spatial Neighborhood Relationships for Pixel
Labeling Problem by Thanh Minh Nguyen and Q. M. Jonathan Wu

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03 Jun 2016 ujjwal baid

Thank you sir. Can you name reference paper for this implementation.

16 Jun 2014 1.1

Code is optimized.

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