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Emre Celebi

  • Ph.D.
  • Associate Professor
  • Louisiana State University in Shreveport
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Readers

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111

Publications

Number of items in this person’s My Publications folder on Mendeley.

Research Interests

Medical Image Analysis Color Image Processing Content-Based Image Retrieval Data Clustering

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About

M. Emre Celebi received his B.Sc. degree in Computer Engineering from the Middle East Technical University (Ankara, Turkey) in 2002. He received his M.Sc. and Ph.D. degrees in Computer Science and Engineering from the University of Texas at Arlington (Arlington, TX, USA) in 2003 and 2006, respectively. He is currently an Associate Professor and the founding director of the Image Processing and Analysis Laboratory in the Department of Computer Science at the Louisiana State University in Shreveport.

Dr. Celebi has actively pursued research in the field of image processing and analysis with an emphasis on medical image analysis and color image processing. He has worked on several projects funded by the US National Science Foundation (NSF) and National Institutes of Health (NIH) and published over 100 articles in premier journals and conference proceedings. His research contributions are covered in two recent books published by Wiley Interscience: Image Processing - Principles and Applications (Acharya and Ray, 2005) and Clustering (Xu and Wunsch, 2009). His recent research is funded by grants from the NSF and Louisiana Board of Regents.

Dr. Celebi is an editorial board member of 6 international journals, reviews for over 60 international journals, and served on the program committee of more than 60 international conferences. He has been invited as speaker to several colloquia, workshops, and conferences, is the organizer of several workshops, and the editor of several journal special issues and books. He is a senior member of the IEEE and SPIE.

Publications

A Comparative Study of Efficient Initialization Methods for the K-Means Clustering Algorithm

Celebi M, Kingravi H, Vela P

Expert Systems with Applications (2013)

  • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.

A Feature-Preserving Hair Removal Algorithm for Dermoscopy Images

Abbas Q, Garcia I, Celebi M, Ahmad W

Skin Research and Technology (2013)

  • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.

A Perceptually Oriented Method for Contrast Enhancement and Segmentation of Dermoscopy Images

Abbas Q, Garcia I, Celebi M, Ahmad W, Mushtaq Q

Skin Research and Technology (2013)

  • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.

A Simulated Annealing Clustering Algorithm Based on Center Perturbation Using Gaussian Mutation

Merendino S, Celebi M

Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference (FLAIRS 2013) (2013)

  • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.

Advances in Low-Level Color Image Processing

  • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.

Professional experience

Associate Professor

Louisiana State University in Shreveport

July 2011 - Present

Assistant Professor

Louisiana State University in Shreveport

August 2007 - July 2011 (3 years 11 months)

Visiting Assistant Professor

University of Bridgeport

January 2007 - May 2007 (4 months)

Post-Doctoral Fellow

Missouri University of Science and Technology

August 2006 - January 2007 (5 months)

Teaching Associate

University of Texas at Arlington

August 2002 - August 2006 (4 years)

Education history

University of Texas at Arlington

Ph.D.

August 2003 - August 2006 (3 years)

University of Texas at Arlington

M.Sc.

August 2002 - August 2003 (1 year)

METU - Middle East Technical University

B.Sc.

September 1998 - August 2002 (3 years 11 months)