Brain Tumor Detection Using Genetic Algorithm

Authors(3) :-M. Poornima, C. Kuyin, M. Revathy

Detection of brain tumor is very common fatality in current scenario of health care society. Image segmentation is used to extract the abnormal tumor portion in brain. Brain tumor is an abnormal mass of tissue in which cells grow and multiply uncontrollably, apparently unregulated by mechanisms that control cells. Several techniques have been developed for detection of tumor in brain. Our main concentration is on the techniques which use image segmentation to detect brain tumor. Tumor classification and segmentation from brain computed tomography image data is an important but time consuming task performed by medical experts.

Authors and Affiliations

M. Poornima
Assistant Professor, Department of Commerce with Computer Applications, Jayaraj Annapackiam College for Women (Autonomous), Periyakulam, Tamilnadu, India
C. Kuyin
Assistant Professor, Department of Commerce with Computer Applications, Jayaraj Annapackiam College for Women (Autonomous), Periyakulam, Tamilnadu, India
M. Revathy
Student, III B.Com (CA), Department of Commerce with Computer Applications, Jayaraj Annapackiam College for Women (Autonomous), Periyakulam, Tamilnadu, India

Brain Tumor, GA, Image Segmentation

  1. Minglun Gong and Yee-Hong Yang (2001), 'Genetic-based multiresolution color image segmentation', Vision Interface, pp. 141-148.
  2. Nordin P. and Banzhaf W. (1996), 'Programmatic compression of images and sound', In Genetic Programming 1996,Proceedings of the First Annual Conference, Koza J. R. Editors, MIT Press, pp. 345-350.
  3. Ou Y., Cheng W. and Han Ferng-ching (2004), 'Based on genetic algorithm fuzzy c- means clustering algorithm', Journal of Chongqing University, Vol. 27 No. 6, pp. 89 - 92.
  4. Philippe Andrey (1999), 'Genetic algorithms applied to image segmentation' Image and Vision Computing, Vol. 17, pp.175- 187.

Publication Details

Published in : Volume 3 | Issue 1 | January-February 2018
Date of Publication : 2018-02-28
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 1101-1105
Manuscript Number : CSEIT11831235
Publisher : Technoscience Academy

ISSN : 2456-3307

Cite This Article :

M. Poornima, C. Kuyin, M. Revathy, "Brain Tumor Detection Using Genetic Algorithm", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 3, Issue 1, pp.1101-1105, January-February-2018.
Journal URL : http://ijsrcseit.com/CSEIT11831235

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