Segmentation Based Brain Tumor Detection & Classification

Name: Segmentation Based Brain Tumor Detection & Classification
Brand: LAP Lambert Academic Publishing
SKU: 9783659514814
Price: 192.44 RON
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Autor: Anilkumar Suthar, Krunal Patel

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Editura: LAP Lambert Academic Publishing

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Biomedical Image Processing consists many different types of imaging methods likes CT scans, X-Ray a...

Informații despre carte

Autor

Anilkumar Suthar, Krunal Patel

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2018

Pagini

EAN

9783659514814

Enbook ID

20257730

Editura

LAP Lambert Academic Publishing

Greutate

102

Dimensiuni

150 x 220 x 3

Descriere completă

Biomedical Image Processing consists many different types of imaging methods likes CT scans, X-Ray and MRI. These techniques allow humans to identify even the smallest abnormalities in the human body. The primary goal of medical imaging is to extract meaningful and accurate information from the images with the least error possible. MRI (Magnetic Resonance Imaging) is a medical technique, mainly used by the radiologist for visualization of internal structure of the human body. MRI provides useful information about the human soft tissue, which helps in the diagnosis of brain tumor. Image segmentation refers to partitioning of image into multiple regions or segments such that it can meaningfully represent the image through which information can be extracted. In this paper we are using Canny and SIFT techniques for segmentation of brain image considering shape and texture features. After that Support Vector Machine (SVM) is used to classify tumor and non-tumor regions. The performance of the proposed method is evaluated in terms of Sensitivity (Se), specificity (Sp), precision (Pr) and accuracy (Acc) and PSNR.

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Segmentation Based Brain Tumor Detection & Classification

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