Emre Celebi Ph.D.

Associate Professor

Louisiana State University in Shreveport

City
Shreveport, Louisiana, United States
Discipline
Computer and Information Science
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.
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Publications

  • Robust Codebook-Based Video Background Subtraction

    Pal A, Schaefer G, Celebi M

    Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Breast Mass Segmentation Using Region-Based and Edge-Based Methods in a 4-Stage Multiscale System

    Abbas Q, Celebi M, Garcia I

    Biomedical Signal Processing and Control (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Content Based Retrieval and Classification of Cultural Relic Images

    Wei N, Celebi M, Geng G

    Proceedings of the 2nd International Symposium on Neural Networks (ISNN 2005) (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Investigation of Internal Validity Measures for K-Means Clustering

    Baarsch J, Celebi M

    Proceedings of the 2012 IAENG International Conference on Data Mining and Applications (ICDMA 2012) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Localization of Lesions in Dermoscopy Images Using Ensembles of Thresholding Methods

    Celebi M, Iyatomi H, Schaefer G, Stoecker W

    Proceedings of the 3rd Pacific-Rim Symposium on Image and Video Technology (PSIVT 2009) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Border Detection in Dermoscopy Images Using Statistical Region Merging

    Celebi M, Kingravi H, Iyatomi H, Aslandogan A, Stoecker W, Moss R

    Skin Research and Technology (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Distance Measures for Reduced Ordering Based Vector Filters

    Celebi M

    IET Image Processing (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Color Quantization of Dermoscopy Images Using the K-Means Clustering Algorithm

    Celebi M, Wen Q, Hwang S, Schaefer G

    Color Medical Image Analysis (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Accurate Genomic Signal Recovery using Compressed Sensing

    Uddin B, Celebi M, Kingravi H, Schaefer G

    Proceedings of the 21st International Conference on Pattern Recognition (ICPR 2012) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • STRG-QL: Spatio-Temporal Region Graph Query Language for Video Databases

    Lee J, Celebi M

    Proceedings of the SPIE Electronic Imaging Conference (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Improving the Performance of K-Means for Color Quantization

    Celebi M

    Image and Vision Computing (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Modified Watershed Technique and Post-Processing for Segmentation of Skin Lesions in Dermoscopy Images

    Wang H, Moss R, Chen X, Stanley R, Stoecker W, Celebi M et al.

    Computerized Medical Imaging and Graphics (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Detection of Blue-White Veil Areas in Dermoscopy Images Using Machine Learning Techniques

    Celebi M, Kingravi H, Aslandogan A

    Proceedings of the SPIE Medical Imaging Conference (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Methodological Approach to the Classification of Dermoscopy Images

    Celebi M, Kingravi H, Uddin B, Iyatomi H, Aslandogan A, Stoecker W et al.

    Computerized Medical Imaging and Graphics (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Automated Color Calibration Method for Dermoscopy Images

    Iyatomi H, Celebi M, Schaefer G, Tanaka M

    Computerized Medical Imaging and Graphics (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Segmentation of Skin Lesions in Dermoscopy Images Using a Watershed Technique

    Wang H, Chen X, Moss R, Stanley R, Stoecker W, Celebi M et al.

    Skin Research and Technology (2010)

    • -- 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.
  • Automatic Detection of Blue-White Veil and Related Structures in Dermoscopy Images

    Celebi M, Iyatomi H, Stoecker W, Moss R, Rabinovitz H, Argenziano G et al.

    Computerized Medical Imaging and Graphics (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Real-Time Implementation of Order-Statistics Based Directional Filters

    Celebi M

    IET Image Processing (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Polyp Detection in Wireless Capsule Endoscopy Videos Based on Image Segmentation and Geometric Feature

    Hwang S, Celebi M

    Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Skin Tumor Area Extraction Using an Improved Dynamic Programming Approach

    Abbas Q, Celebi M, Garcia I

    Skin Research and Technology (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Advances in Skin Cancer Image Analysis

    Celebi M, Stoecker W, Moss R

    Computerized Medical Imaging and Graphics (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Weighted Performance Index for Objective Evaluation of Border Detection Methods in Dermoscopy Images

    Garnavi R, Aldeen M, Celebi M

    Skin Research and Technology (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Classification of Melanocytic Skin Lesions from Non-Melanocytic Lesions

    Iyatomi H, Norton K, Celebi M, Schaefer G, Tanaka M, Ogawa K

    Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010) (2010)

    • -- 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.
  • An Accelerated Nearest Neighbor Search Method for the K-Means Clustering Algorithm

    Fausett A, 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.
  • Contrast Enhancement in Dermoscopy Images by Maximizing a Histogram Bimodality Measure

    Celebi M, Iyatomi H, Schaefer G

    Proceedings of the IEEE International Conference on Image Processing (ICIP 2009) (2009)

    • -- 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.
  • Colour and Contrast Enhancement for Improved Skin Lesion Segmentation

    Schaefer G, Rajab M, Celebi M, Iyatomi H

    Computerized Medical Imaging and Graphics (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • On Euclidean Norm Approximations

    Celebi M, Celiker F, Kingravi H

    Pattern Recognition (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Detection of Basal Cell Carcinoma Using Color and Histogram Measures of Semitranslucent Areas

    Stoecker W, Gupta K, Shrestha B, Wronkiewiecz M, Chowdhury R, Stanley R et al.

    Skin Research and Technology (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Computer-Aided Pattern Classification System for Dermoscopy Images

    Abbas Q, Celebi M, Garcia I

    Skin Research and Technology (2012)

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

    Schaefer G, Zhou H, Celebi M, Hassanien A

    International Journal of Hybrid Intelligent Systems (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Segmentation of Lungs in HRCT Scan Images Using Particle Swarm Optimization

    Abbas Q, Khan M, Farooq A, Celebi M

    International Journal of Innovative Computing, Information and Control (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Can Mean Shift Trackers Perform Better?

    Zhou H, Schaefer G, Yuan Y, Celebi M

    Proceedings of the 6th International Conference on Signal-Image Technology and Internet-Based Systems (SITIS 2010) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Robust Switching Vector Median Filter for Impulsive Noise Removal

    Celebi M, Aslandogan A

    Journal of Electronic Imaging (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Texture Segmentation of Dermoscopy Images Using Gabor Filters and G-means Clustering

    Hwang S, Celebi M

    Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV 2010) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Robust Border Detection in Dermoscopy Images Using Threshold Fusion

    Celebi M, Hwang S, Iyatomi H, Schaefer G

    Proceedings of the IEEE International Conference on Image Processing (ICIP 2010) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Unsupervised Learning of Manifolds via Linear Approximations

    Kingravi H, Celebi M, Rajauria P

    Proceedings of the 18th International Conference on Database and Expert Systems Applications (DEXA 2007) (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Effective Color Quantization Method Based on the Competitive Learning Paradigm

    Celebi M

    Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV 2009) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Deterministic Initialization of the K-Means Algorithm Using Hierarchical Clustering

    Celebi M, Kingravi H

    International Journal of Pattern Recognition and Artificial Intelligence (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Automatic Method of Gender Dependent Age-Group Classification

    Hwang S, Celebi M

    Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV 2013) (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Unsupervised Border Detection in Dermoscopy Images

    Celebi M, Aslandogan A, Stoecker W

    Skin Research and Technology (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Extension of Automated Melanoma Screening for Non-Melanocytic Skin Lesions

    Shimizu K, Iyatomi H, Norton K, Celebi M

    Proceedings of the 19th International Conference on Mechatronics and Machine Vision in Practice (M2VIP 2012) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Comments on ``On Approximating Euclidean Metrics by Weighted t-Cost Distances in Arbitrary Dimension''

    Celebi M, Kingravi H, Celiker F

    Pattern Recognition Letters (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Skin Lesion Segmentation Using Color Channel Optimization and Clustering-Based Histogram Thresholding

    Garnavi R, Aldeen M, Celebi M, Bhuiyan A, Dolianitis C, Varigos G

    Proceedings of the International Conference on Machine Vision, Image Processing, and Pattern Analysis (MVIPPA 2009) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Mean Shift Based Gradient Vector Flow for Image Segmentation

    Zhou H, Li X, Schaefer G, Celebi M, Miller P

    Computer Vision and Image Understanding (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Fast Color Quantization Using Weighted Sort-Means Clustering

    Celebi M

    Journal of the Optical Society of America A (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Batch Neural Gas with Deterministic Initialization for Color Quantization

    Celebi M, Wen Q, Schaefer G, Zhou H

    Proceedings of the International Conference on Computer Vision and Graphics (ICCVG 2012) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A New Family of Order-Statistics Based Switching Vector Filters

    Celebi M, Schaefer G, Zhou H

    Proceedings of the IEEE International Conference on Image Processing (ICIP 2010) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Lesion Border Detection in Dermoscopy Images Using Dynamic Programming

    Abbas Q, Celebi M, Garcia I, Rashid M

    Skin Research and Technology (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Gradient Vector Flow with Mean Shift for Skin Lesion Segmentation

    Zhou H, Schaefer G, Celebi M, Lin F, Liu T

    Computerized Medical Imaging and Graphics (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Alternative Distance/Similarity Measures for Reduced Ordering Based Nonlinear Vector Filters

    Celebi M

    Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Fast Color Space Transformations Using Minimax Approximations

    Celebi M, Kingravi H, Celiker F

    IET Image Processing (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Mining Biomedical Images with Density-Based Clustering

    Celebi M, Aslandogan A, Bergstresser P

    Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC 2005) (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Border Detection in Dermoscopy Images Using Hybrid Thresholding on Optimized Color Channels

    Garnavi R, Aldeen M, Celebi M, Varigos G, Finch S

    Computerized Medical Imaging and Graphics (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A System for Distributed Image Acquisition, Content-Analysis and Similarity Retrieval

    Noorzaie I, Aslandogan A, Celebi M

    Proceedings of the IEEE International Conference on Information Reuse and Integration (IRI 2004) (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Human Perception-Driven, Similarity-Based Access to Image Databases

    Celebi M, Aslandogan A

    Proceedings of the 18th International Florida Artificial Intelligence Research Society Conference (FLAIRS 2005) (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Fast Switching Filter for Impulsive Noise Removal from Color Images

    Celebi M, Kingravi H, Uddin B

    Journal of Imaging Science and Technology (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Unified Approach for Lesion Border Detection Based on Mixture Modeling and Local Entropy Thresholding

    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.
  • Color Medical Image Analysis

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Effective Real-Time Color Quantization Method Based on Divisive Hierarchical Clustering

    Celebi M, Wen Q, Hwang S

    Journal of Real-Time Image Processing (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Novel Perceptually-Oriented Approach for Skin Tumor Segmentation

    Abbas Q, Celebi M, Garcia I

    International Journal of Innovative Computing, Information and Control (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Unsupervised Border Detection of Skin Lesion Images

    Celebi M, Aslandogan A, Bergstresser P

    Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC 2005) (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Lesion Border Detection in Dermoscopy Images

    Celebi M, Iyatomi H, Schaefer G, Stoecker W

    Computerized Medical Imaging and Graphics (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Comparison of Conventional and Bisecting K-Means Algorithms on Color Quantization

    Marshall S, Celebi M

    Proceedings of the 14th IASTED International Conference on Signal and Image Processing (SIP 2012) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Skin Lesion Segmentation Using Cooperative Neural Network Edge Detection and Colour Normalisation

    Schaefer G, Rajab M, Celebi M, Iyatomi H

    Proceedings of the 9th International Conference on Information Technology and Applications in Biomedicine (ITAB 2009) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Improved Internet-Based Melanoma Screening System with Dermatologist-like Tumor Area Extraction Algorithm

    Iyatomi H, Oka H, Celebi M, Hashimoto M, Hagiwara M, Tanaka M et al.

    Computerized Medical Imaging and Graphics (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Color Quantization Using C-Means Clustering Algorithms

    Celebi M, Wen Q, Chen J

    Proceedings of the IEEE International Conference on Image Processing (ICIP 2011) (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Melanoma Recognition Framework Based on Expert Definition of ABCD for Dermoscopic Images

    Abbas Q, Celebi M, Garcia I, Ahmad W

    Skin Research and Technology (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Anisotropic Mean Shift Based Fuzzy C-Means Segmentation of Dermoscopy Images

    Zhou H, Schaefer G, Sadka A, Celebi M

    IEEE Journal of Selected Topics in Signal Processing (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Effective Initialization of K-Means for Color Quantization

    Celebi M

    Proceedings of the IEEE International Conference on Image Processing (ICIP 2009) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Fast and Accurate Border Detection in Dermoscopy Images Using Statistical Region Merging

    Celebi M, Kingravi H, Lee J, Aslandogan A, Stoecker W, Moss R

    Proceedings of the SPIE Medical Imaging Conference (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Hard versus Fuzzy C-Means Clustering for Color Quantization

    Wen Q, Celebi M

    EURASIP Journal on Advances in Signal Processing (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Content-Based Image Retrieval Incorporating Models of Human Perception

    Celebi M, Aslandogan A

    Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC 2004) (2004)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Neural Gas Clustering For Color Reduction

    Celebi M, Schaefer G

    Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV 2010) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Detection of Atypical Texture Features in Early Malignant Melanoma

    Shrestha B, Bishop J, Kam K, Chen X, Moss R, Stoecker W et al.

    Skin Research and Technology (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Analysis of Globule Types in Malignant Melanoma

    Xu J, Gupta K, Stoecker W, Krishnamurthy Y, Rabinovitz H, Bangert A et al.

    Archives of Dermatology (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Robust Texture Retrieval of Compressed Images

    Edmundson D, Schaefer G, Celebi M

    Proceedings of the IEEE International Conference on Image Processing (ICIP 2012) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Parameterization of Dermoscopic Findings for the Internet-Based Melanoma Screening System

    Iyatomi H, Oka H, Celebi M, Tanaka M, Ogawa K

    Proceedings of the IEEE Symposium on Computational Intelligence in Image and Signal Processing (CIISP 2007) (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Development of a Novel Border Detection Method for Melanocytic and Non-Melanocytic Dermoscopy Images

    Norton K, Iyatomi H, Celebi M, Schaefer G, Tanaka M, Ogawa K

    Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Objective Evaluation of Methods for Border Detection in Dermoscopy Images

    Celebi M, Schaefer G, Iyatomi H

    Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2008) (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Computer-Based Classification of Dermoscopy Images of Melanocytic Lesions on Acral Volar Skin

    Iyatomi H, Oka H, Celebi M, Ogawa K, Argenziano G, Soyer H et al.

    Journal of Investigative Dermatology (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Python Puts a Squeeze on Java for CS0 and Beyond

    Agarwal K, Agarwal A, Celebi M

    The Journal of Computing Sciences in Colleges (2008)

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  • A Comparative Study of Three Moment-Based Shape Descriptors

    Celebi M, Aslandogan A

    Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC 2005) (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Perioperative Cardiac Risk Prediction

    Iyatomi H, Kasamatsu T, Hashimoto J, Celebi M, Schaefer G, Ogawa K

    Proceedings of the 9th International Conference on Information Technology and Applications in Biomedicine (ITAB 2009) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Comparative Study of K-Means and Fuzzy C-Means for Color Reduction

    Wen Q, Celebi M, Schaefer G

    Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV 2011) (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Nonlinear Vector Filtering for Impulsive Noise Removal from Color Images

    Celebi M, Kingravi H, Aslandogan A

    Journal of Electronic Imaging (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Cost-Effective Implementation of Order-Statistics Based Vector Filters Using Minimax Approximations

    Celebi M, Kingravi H, Lukac R, Celiker F

    Journal of the Optical Society of America A (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods

    Celebi M, Wen Q, Hwang S, Iyatomi H, Schaefer G

    Skin Research and Technology (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Multilevel Wireless Capsule Endoscopy Video Segmentation

    Hwang S, Celebi M

    Proceedings of the SPIE Medical Imaging Conference (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Skin Lesion Segmentation Using Clustering Techniques

    Celebi M, Guo W, Aslandogan A

    Proceedings of the 18th International Florida Artificial Intelligence Research Society Conference (FLAIRS 2005) (2005)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Adaptive and Deterministic Method for Initializing the Lloyd-Max Algorithm

    Vicory J, Celebi M

    Proceedings of the SPIE Electronic Imaging Conference (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Skin Lesion Segmentation Using an Improved Snake Model

    Zhou H, Schaefer G, Celebi M, Iyatomi H, Liu T, Lin F

    Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Three-Phase General Border Detection Method for Dermoscopy Images Using Non-Uniform Illumination Correction

    Norton K, Iyatomi H, Celebi M, Ishizaki S, Sawada M, Suzaki R et al.

    Skin Research and Technology (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Internet-Based Melanoma Screening System with Acral Volar Lesion Support

    Iyatomi H, Celebi M, Oka H, Tanaka M

    Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2008) (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Classification of Bleeding Images in Wireless Capsule Endoscopy Using HSI Color Space and Region Segmentation

    Shah S, Rajauria P, Lee J, Celebi M

    Proceedings of the New England American Society for Engineering Education Conference (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Approximate Lesion Localization in Dermoscopy Images

    Celebi M, Iyatomi H, Schaefer G, Stoecker W

    Skin Research and Technology (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Anisotropic Mean Shift Based Fuzzy C-Means Segmentation of Skin Lesions

    Zhou H, Schaefer G, Sadka A, Celebi M

    Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology (CSTST 2008) (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A Simple and Efficient Algorithm for Connected Component Labeling in Color Images

    Celebi M

    Proceedings of the SPIE Electronic Imaging Conference (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Computer Vision Techniques for the Diagnosis of Skin Cancer

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Automated Color Normalization for Dermoscopy Images

    Iyatomi H, Celebi M, Schaefer G, Tanaka M

    Proceedings of the IEEE International Conference on Image Processing (ICIP 2010) (2010)

    • -- 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.
  • Fast Implementation of Vector Directional Filters

    Celebi M

    Proceedings of the IEEE International Conference on Image Processing (ICIP 2009) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Skin Lesion Extraction in Dermoscopic Images Based on Colour Enhancement and Iterative Segmentation

    Schaefer G, Rajab M, Celebi M, Iyatomi H

    Proceedings of the IEEE International Conference on Image Processing (ICIP 2009) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images

    Celebi M, Schaefer G, Iyatomi H, Stoecker W, Malters J, Grichnik J

    Skin Research and Technology (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Accelerating Color Space Transformations Using Numerical Approximations

    Celebi M, Kingravi H, Celiker F

    Proceedings of the IEEE International Conference on Image Processing (ICIP 2010) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Bayesian Image Segmentation with Mean Shift

    Zhou H, Schaefer G, Celebi M, Fei M

    Proceedings of the IEEE International Conference on Image Processing (ICIP 2009) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Hair Removal Methods: A Comparative Study for Dermoscopy Images

    Abbas Q, Celebi M, Garcia I

    Biomedical Signal Processing and Control (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Pattern Classification of Dermoscopy Images: A Perceptually Uniform Model

    Abbas Q, Celebi M, Serrano C, Garcia I, Ma G

    Pattern Recognition (2013)

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

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 & Technology

August 2006 - January 2007 (5 months)

Teaching Associate

The University of Texas at Arlington

August 2002 - August 2006 (4 years)

Education history

The University of Texas at Arlington

Ph.D.

August 2003 - August 2006 (3 years)

The 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)