| A Novel Approach for Detection and Analysis of Brain Tumor Contributor(s): Jaiswal Shivanky (Author), Yadav Mayank (Author), Jain Monika (Author) |
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ISBN: 3659745049 ISBN-13: 9783659745041 Publisher: LAP Lambert Academic Publishing OUR PRICE: $40.94 Product Type: Paperback Published: July 2015 |
| Additional Information |
| BISAC Categories: - Mathematics | Functional Analysis |
| Physical Information: 0.2" H x 6" W x 9" (0.30 lbs) 84 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |