The Color Dissimilarity based Method among Other Segmentation Methods: A Comparison

I Gede Made Karma, I Ketut Gede Darma Putra, Made Sudarma, Linawati

2021

Abstract

The segmentation process plays a very important role in the process of detecting and recognizing objects in an image. Although many segmentation methods have been developed, there is no method that can give good results and is generally accepted. This study aims to find a better segmentation method in finding patterns or ground-truths of objects in an image, so that these objects can be easily recognized. Based on the results shown by all the methods being compared, several methods were not successful in showing the pattern of objects contained in the sample image. The segmentation method based on color dissimilarity, which is a method that emulates the way humans recognize an object based on visible color differences, shows the best results compared to other methods. This method is a very suitable method to be used in the process of detecting and recognizing objects in an image.

Paper Citation

in Harvard Style

Made Karma I., Darma Putra I., Sudarma M. and Linawati. (2021). The Color Dissimilarity based Method among Other Segmentation Methods: A Comparison. In Proceedings of the 1st International Conference on Emerging Issues in Technology, Engineering and Science - Volume 1: ICE-TES, ISBN 978-989-758-601-9, pages 131-141. DOI: 10.5220/0010746800003113

in Bibtex Style

@conference{ice-tes21,
author={I Gede Made Karma and I Ketut Gede Darma Putra and Made Sudarma and Linawati},
title={The Color Dissimilarity based Method among Other Segmentation Methods: A Comparison},
booktitle={Proceedings of the 1st International Conference on Emerging Issues in Technology, Engineering and Science - Volume 1: ICE-TES,},
year={2021},
pages={131-141},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010746800003113},
isbn={978-989-758-601-9},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Emerging Issues in Technology, Engineering and Science - Volume 1: ICE-TES,
TI - The Color Dissimilarity based Method among Other Segmentation Methods: A Comparison
SN - 978-989-758-601-9
AU - Made Karma I.
AU - Darma Putra I.
AU - Sudarma M.
AU - Linawati.
PY - 2021
SP - 131
EP - 141
DO - 10.5220/0010746800003113