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Reseach Article

Medical Evaluation of Marker Controlled Watershed Technique for Detecting Brain Tumors

by Navdeep Kumar, Sugandha Arora
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 54 - Number 11
Year of Publication: 2012
Authors: Navdeep Kumar, Sugandha Arora
10.5120/8609-2461

Navdeep Kumar, Sugandha Arora . Medical Evaluation of Marker Controlled Watershed Technique for Detecting Brain Tumors. International Journal of Computer Applications. 54, 11 ( September 2012), 11-13. DOI=10.5120/8609-2461

@article{ 10.5120/8609-2461,
author = { Navdeep Kumar, Sugandha Arora },
title = { Medical Evaluation of Marker Controlled Watershed Technique for Detecting Brain Tumors },
journal = { International Journal of Computer Applications },
issue_date = { September 2012 },
volume = { 54 },
number = { 11 },
month = { September },
year = { 2012 },
issn = { 0975-8887 },
pages = { 11-13 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume54/number11/8609-2461/ },
doi = { 10.5120/8609-2461 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:55:23.917860+05:30
%A Navdeep Kumar
%A Sugandha Arora
%T Medical Evaluation of Marker Controlled Watershed Technique for Detecting Brain Tumors
%J International Journal of Computer Applications
%@ 0975-8887
%V 54
%N 11
%P 11-13
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Image Segmentation has a vital role in the field of Medical Science especially in the area of cancer research for detecting tumors. Proper diagnosis and effective treatment is only possible if we have an efficient segmenting technique. In this paper we present a sound segmentation technique named as marker controlled watershed technique which is based on repeated morphological image dilation and erosion operations to carry out segmentation. After segmenting the desired area we evaluate this technique for its accuracy and performance.

References
  1. Bowman, M. , Debray, S. K. , and Peterson, L. L. 1993. Reasoning about naming systems. .
  2. Ding, W. and Marchionini, G. 1997 A Study on Video Browsing Strategies. Technical Report. University of Maryland at College Park.
  3. Fröhlich, B. and Plate, J. 2000. The cubic mouse: a new device for three-dimensional input. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
  4. Tavel, P. 2007 Modeling and Simulation Design. AK Peters Ltd.
  5. Sannella, M. J. 1994 Constraint Satisfaction and Debugging for Interactive User Interfaces. Doctoral Thesis. UMI Order Number: UMI Order No. GAX95-09398. , University of Washington.
  6. Forman, G. 2003. An extensive empirical study of feature selection metrics for text classification. J. Mach. Learn. Res. 3 (Mar. 2003), 1289-1305.
  7. Brown, L. D. , Hua, H. , and Gao, C. 2003. A widget framework for augmented interaction in SCAPE.
  8. Y. T. Yu, M. F. Lau, "A comparison of MC/DC, MUMCUT and several other coverage criteria for logical decisions", Journal of Systems and Software, 2005, in press.
  9. Spector, A. Z. 1989. Achieving application requirements. In Distributed Systems, S. Mullender
Index Terms

Computer Science
Information Sciences

Keywords

Watershed Method ROI Segmentation Brain Tumor Image Dilation Image Erosion