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Fractal Analysis of Brain Tumors
Segmentation Plays A Vital Role In Determining The Tumor In Brain Mr Images. The Analysis Is Done Usingmultifractional Brownian Motion (Mbm) To Devise The Tumor In Brain Mr Images. The Spatially Varying Feature Is Extractedusing Mbm And Corresponding Algorithm. Then Segmentation Is Carried Out Based On Multifractal Features. An Algorithm Forsegmentation Is Proposed By Modifying The Well-Known Adaboost Algorithm. The Modification Of Adaboost Algorithm Isknown As Adaboost Support Vector Machine (Svm). In Svm, The Weights Are Assigned To Component Classifiers Based Ontheir Ability To Classify Difficult Samples.
Keywords
Adaboost Classifier, Brain Tumor Detection and Segmentation, Fractal, Mri, Multi-Fractal Analysis, Multiresolution Wavelet, Texture Modeling
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