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A Methodological Survey and Proposed Algorithm on Image Segmentation using Genetic Algorithm
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BibTeX
@MISC{Agarwal_amethodological,
author = {Megha Agarwal and Vijai Singh},
title = {A Methodological Survey and Proposed Algorithm on Image Segmentation using Genetic Algorithm},
year = {}
}
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Abstract
This literature review attempts to provide a brief overview of some of the most common image segmentation techniques. It discusses Edge detection technique, Thresholding technique, Region growing based technique, Watershed technique, Compression based method, Histogram based segmentation and Graph partitioning method. With the growing research on image segmentation, it has become important to categorise the research outcomes and provide readers with an overview of the existing segmentation techniques in each category. In this paper different method of implementing genetic algorithm has been reviewed. Finally, summaries and review of research work on wrapper approach for image segmentation techniques has been represented. General Terms Image processing, image segmentation, image classification, genetic algorithm, wrapper approach, object detection.
Keyphrases
image segmentation genetic algorithm methodological survey image segmentation technique general term image processing edge detection technique common image segmentation technique paper different method segmentation technique research work object detection brief overview image classification thresholding technique watershed technique literature review attempt
