International Journal of Advances in Electronics and Computer Science ( IJAECS )
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Publisher:IRAJ
ISSN (p): 2394-2835
Issues /Year :12
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Paper Detail


Paper Title
Liver Image Segmentation Using Ant Colony Based K-Means Clustering And Level Sets

Abstract
Image Segmentation is important problem in medical image processing fields. Segmentation of liver remains a challenging task in clinical applications due to high inter-patient variability in size, shape, volume and pathologies. In this paper, we proposed liver image segmentation based on Ant colony Optimization based K-means Clustering and levels sets. The MATLAB is used as a tool for performing this study. The ACO is used to optimize the results of K-Means Clustering algorithm. An Abdominal CT image is used to perform the segmentation process and obtain the results. Keywords - Ant Colony Optimization, K-Means Clustering, Level Set Segmentation, Liver Segmentation.


Author - Ina Singh, Neelakshi Gupta

Published : Volume-2, Issue-9  ( Sep, 2015 )


DOIONLINE Number - IJAECS-IRAJ-DOIONLINE-2992   View Here

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| Published on 2015-09-11
   
   
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