MACHINE LEARNING AND IMAGE PROCESSING TECHNIQUES FOR BRAIN TUMOR DETECTION

Authors

  • 1K Sateesh Kumar Assoc.professor, Dept. of ECE, RISE KrishnaSai Gandhi group of institutions. Author
  • 2N. Nageswara reddy Assoc.professor, Dept. of ECE, RISE KrishnaSai Gandhi group of institutions. Author
  • 3Dr. S Pavan Kumar 3Professor, Dept. of ECE, RISE KrishnaSai Gandhi group of institutions Author

Keywords:

Brain tumor, GLCM, SVM, image processing, machine learning

Abstract

In this article, classification of two types of brain tumors
explained. In the method of the research, image filtering,
segmentation, enhancement is used in image processing
part and support vector machine is used in machine
learning part. As a result of this research, test images are
classified into two classes with minimum 62% accuracy
rate.

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Published

2021-01-29

Issue

Vol. 6 No. 1 (2021): January

Section

Articles

How to Cite

MACHINE LEARNING AND IMAGE PROCESSING TECHNIQUES FOR BRAIN TUMOR DETECTION. (2021). INTERNATIONAL JOURNAL OF MULTIDISCIPLINARY ENGINEERING IN CURRENT RESEARCH, 6(1), 39-44. https://ijmec.com/index.php/multidisciplinary/article/view/55