Browsing by Author "Evgin Goceri; Department of Computer Engineering, Pamukkale University"

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Browsing by Author "Evgin Goceri; Department of Computer Engineering, Pamukkale University"

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  • Expectation Maximization And Gaussian Model Based Segmentation on Histology Slides 
    Evgin Goceri; Department of Computer Engineering, Pamukkale University (International Symposium on Computing in Informatics and Mathematics, 2013-07-15)
    The importance of the Expectation Maximization (EM) algorithm isincreasing day by day in order to solve Maximum A Posteriori (MAP) estimation problems and Gaussian Mixture Models (GMMs), which are parametric probability ...
  • PCA Based Bayesian Approach for Automatic Multiple Sclerosis Lesion Detection 
    Evgin Goceri; Department of Computer Engineering, Pamukkale University (International Symposium on Computing in Informatics and Mathematics, 2013-07-15)
    The classical Bayes rule plays very important role in the field of lesion identification. However, the Bayesian approach is very difficult in high dimensional spaces for lesion detection. An alternative approach is Principle ...

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