Optimized Edge Detection Technique for Brain Tumor Detection in MR Images

Optimized Edge Detection Technique for Brain Tumor Detection in MR Images

Genetic algorithms (GAs) are intended to look for the optimum solution by eliminating the gene strings with the worst fitness. Hence, this paper proposes an optimized edge detection technique based on a genetic algorithm. A training dataset that consists of simple images and their corresponding opti...

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Bibliographic Details
Main Authors: Ahmed H. Abdel-Gawad, Lobna A. Said, Ahmed G. Radwan
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Edge detection
optimization
genetic algorithm
image processing
medical imaging
tumor detection
Online Access:https://ieeexplore.ieee.org/document/9143122/

Internet

https://ieeexplore.ieee.org/document/9143122/

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