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A Novel Approach for Detection and Analysis of Brain Tumor

A Novel Approach for Detection and Analysis of Brain Tumor

von Mayank Yadav, Monika Jain und Shivanky Jaiswal
Softcover - 9783659745041
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Beschreibung

The proposed brain tumor detection and localization framework comprises following steps: (i) Image acquisition, (ii) Preprocessing, (iii) Edge detection, (iv) Morphological operations. After thresholding operations, tumors appear as pure white color on pure black backgrounds. The algorithm has two stages, first is pre-processing of given MRI image and after that segmentation is done. ¿ Image acquisition (gathering of MRI scanned images). ¿ Images stored in MATLAB in form of 2-D matrix. ¿ Preprocessing is done (i) Image acquisition (gathering of MRI scanned images). (ii) Edge detection through median filtering. (iii) Image dilation ¿ Processing stage It includes analysis on 2-D image through MATLAB commands,extraction of tumor portion is done with the help of segmentation methods.

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 03. Juli 2015
Maße 22 cm x 15 cm x 0.6 cm
Gewicht 143 Gramm
Format Softcover
ISBN-13 9783659745041
Seiten 84

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