Asian Journal of Microbiology, Biotechnology & Environmental Sciences Paper

Vol 20, Issue 2, 2018; Page No.(569-574)

CLASSIFICATION OF MITOGEN ACTIVATED PROTEIN KINASE USING DIFFERENT WAVELET TRANSFORMS (DISCRETE ANDGABOR)

SHRUTI JAIN

Abstract

A CAD system has been proposed for the classification of MAPK proteins (ERK, JNK and p38/ MK2) for HT-29 human colon adenocarcinoma cells using different wavelet transform (discrete wavelet filter and gabor wavelet filter) for different classification techniques which gives decision on apoptosis-survival. The study is performed on 400 images with 200 images used as testing while rest 200 images were used as training set. Till yet all the communicated papers have done analysis on gray scale images while in this paper we have worked with colored images. The maximum accuracy of 80% was obtained using bior 3.3 wavelet energy descriptors by using SSVM classifier.

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