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Open Access

Peer-reviewed

Research Article

Unsupervised color image segmentation: A case of RGB histogram based K-means clustering initialization

Sadia Basar ,

Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft

* E-mail: sadiaa.khancs@gmail.com

Affiliations Department of Information Technology, Hazara University, Mansehra, Pakistan, Department of Computer Science, Abbottabad University of Science and Technology, Abbottabad, Pakistan
⨯
Mushtaq Ali,

Roles Supervision

Affiliation Department of Information Technology, Hazara University, Mansehra, Pakistan
⨯
Gilberto Ochoa-Ruiz,

Roles Funding acquisition, Validation, Writing – review & editing

Affiliation Tecnologico de Monterrey, School of Engineering and Sciences, Zapopan, Mexico

https://orcid.org/0000-0002-9896-8727

⨯
Mahdi Zareei,

Roles Funding acquisition, Project administration

Affiliation Tecnologico de Monterrey, School of Engineering and Sciences, Zapopan, Mexico

https://orcid.org/0000-0001-6623-1758

⨯
Abdul Waheed,

Roles Formal analysis, Writing – review & editing

Affiliations Department of Information Technology, Hazara University, Mansehra, Pakistan, School of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea

https://orcid.org/0000-0002-0974-6154

⨯
Awais Adnan

Roles Supervision

Affiliation Department of Computer Science, Institute of Management Sciences, Peshawar, Pakistan
⨯

Unsupervised color image segmentation: A case of RGB histogram based K-means clustering initialization

Sadia Basar,
Mushtaq Ali,
Gilberto Ochoa-Ruiz,
Mahdi Zareei,
Abdul Waheed,
Awais Adnan

x

Published: October 22, 2020
https://doi.org/10.1371/journal.pone.0240015

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