Dr. M. Emre Celebi Profile

Dr. M. Emre Celebi

Professor at Univ of Central Arkansas

SPIE Involvement:

Author

Area of Expertise:

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

Websites:

Company Website

SPIE Journal Paper | 22 October 2024

Color quantization using an accelerated Jancey k-means clustering algorithm

Harrison Bounds, M. Emre Celebi, Jordan Maxwell

JEI, Vol. 33, Issue 05, 053052, (October 2024) https://doi.org/10.1117/12.10.1117/1.JEI.33.5.053052

KEYWORDS: Quantization, Color normalization, Design, Visualization, Image segmentation, Distortion, Algorithm development, Image resolution, Statistical analysis, Skin

Read Abstract +

SPIE Journal Paper | 7 June 2023 Open Access

cq100: a high-quality image dataset for color quantization research

M. Emre Celebi, María-Luisa Pérez-Delgado

JEI, Vol. 32, Issue 03, 033019, (June 2023) https://doi.org/10.1117/12.10.1117/1.JEI.32.3.033019

KEYWORDS: RGB color model, Image processing, Image segmentation, Quantization, Image quality, Machine learning, Visualization, Statistical analysis, Optical coherence tomography, Image visualization

Read Abstract +

DOWNLOAD PAPER

Proceedings Article | 5 March 2021 Presentation

Dermoscopy image analysis in the age of deep learning

M. Emre Celebi

Proceedings Volume 11618, 1161813 (2021) https://doi.org/10.1117/12.2588612

KEYWORDS: Image analysis, Software development, Skin, Visualization, Graphics processing units, Eye, Convolutional neural networks

Read Abstract +

SPIE Journal Paper | 14 September 2018 Open Access

Special Section Guest Editorial: Image and Video Analysis, Detection and Recognition

Edoardo Ardizzone, M. Emre Celebi

JEI, Vol. 27, Issue 05, 051201, (September 2018) https://doi.org/10.1117/12.10.1117/1.JEI.27.5.051201

KEYWORDS: Image analysis, Video, Image segmentation, Image processing, Machine learning, Video surveillance, Computer science, Convolutional neural networks, Motion models, Computer engineering

Read Abstract +

DOWNLOAD PAPER

SPIE Journal Paper | 27 October 2017 Open Access

Special Section Guest Editorial: Superpixels for Image Processing and Computer Vision

Olivier Lézoray, Cyril Meurie, M. Emre Celebi

JEI, Vol. 26, Issue 06, 061601, (October 2017) https://doi.org/10.1117/12.10.1117/1.JEI.26.6.061601

KEYWORDS: Image segmentation, Image processing, Machine vision, Computer vision technology, Computer science, Image processing algorithms and systems, Image registration, 3D image processing, Visualization, Computer engineering

Read Abstract +

DOWNLOAD PAPER

Proceedings Article | 2 February 2012 Paper

An adaptive and deterministic method for initializing the Lloyd-Max algorithm

Jared Vicory, M. Emre Celebi

Proceedings Volume 8295, 82951I (2012) https://doi.org/10.1117/12.911049

KEYWORDS: Quantization, Distortion, Image processing, Data centers, Image analysis, Image processing algorithms and systems, Content based image retrieval, Imaging systems, Image retrieval, Distance measurement

Read Abstract +

Proceedings Article | 2 February 2012 Paper

A simple and efficient algorithm for connected component labeling in color images

M. Emre Celebi

Proceedings Volume 8295, 82951H (2012) https://doi.org/10.1117/12.911047

KEYWORDS: Image segmentation, Image processing, Raster graphics, Image processing algorithms and systems, Current controlled current source, Binary data, Photography, Algorithm development, Imaging systems, Distance measurement

Read Abstract +

Proceedings Article | 13 March 2010 Paper

Multilevel wireless capsule endoscopy video segmentation

Sae Hwang, M. Emre Celebi

Proceedings Volume 7623, 76234D (2010) https://doi.org/10.1117/12.844125

KEYWORDS: Video, Image segmentation, Intestine, Endoscopy, Stomach, Colon, RGB color model, Neural networks, Global system for mobile communications, Feature extraction

Read Abstract +

SPIE Journal Paper | 1 October 2008

Robust switching vector median filter for impulsive noise removal

M. Emre Celebi, Yuksel Aslandogan

JEI, Vol. 17, Issue 04, 043006, (October 2008) https://doi.org/10.1117/12.10.1117/1.2991415

KEYWORDS: Digital filtering, Image filtering, Switching, Optical filters, Nonlinear filtering, Image quality, RGB color model, Surface plasmons, Image processing, Color image processing

Read Abstract +

Proceedings Article | 28 January 2008 Paper

STRG-QL: spatio-temporal region graph query language for video databases

Jeongkyu Lee, M. Emre Celebi

Proceedings Volume 6820, 68200P (2008) https://doi.org/10.1117/12.765531

KEYWORDS: Video, Data modeling, Video surveillance, Video processing, Databases, Image segmentation, Feature extraction, Nanoimprint lithography, Visualization, Surveillance

Read Abstract +

SPIE Journal Paper | 1 July 2007

Nonlinear vector filtering for impulsive noise removal from color images

Mehemmed Celebi, Hassan Kingravi, Yuksel Aslandogan

JEI, Vol. 16, Issue 03, 033008, (July 2007) https://doi.org/10.1117/12.10.1117/1.2772639

KEYWORDS: Nonlinear filtering, Digital filtering, Image filtering, Optical filters, Distance measurement, Linear filtering, Electronic filtering, RGB color model, Image processing, Gaussian filters

Read Abstract +

Proceedings Article | 26 March 2007 Paper

Fast and accurate border detection in dermoscopy images using statistical region merging

M. Emre Celebi, Hassan Kingravi, Hitoshi Iyatomi, JeongKyu Lee, Y. Alp Aslandogan, William Van Stoecker, Randy Moss, Joseph Malters, Ashfaq Marghoob

Proceedings Volume 6512, 65123V (2007) https://doi.org/10.1117/12.709073

KEYWORDS: Skin, Image segmentation, Melanoma, Error analysis, Image processing, Digital filtering, Detection and tracking algorithms, RGB color model, Image filtering, Computer science

Read Abstract +

Proceedings Article | 17 March 2006 Paper

Detection of blue-white veil areas in dermoscopy images using machine learning techniques

M. Celebi, Hassan Kingravi, Y. Aslandogan, William Stoecker

Proceedings Volume 6144, 61445T (2006) https://doi.org/10.1117/12.655779

KEYWORDS: Feature extraction, Skin, RGB color model, Melanoma, Machine learning, Visualization, Remote sensing, Binary data, Image processing, Skin cancer

Read Abstract +

Showing 5 of 13 publications

Conference Committee Involvement (7)

Real-Time Image Processing and Deep Learning 2023

1 May 2023 | Orlando, Florida, United States

Real-Time Image Processing and Deep Learning 2022

4 April 2022 | Orlando, Florida, United States

Real-Time Image Processing and Deep Learning 2021

12 April 2021 | Online Only, Florida, United States

Real-Time Image Processing and Deep Learning 2020

27 April 2020 | Online Only, California, United States

Real-Time Image Processing and Deep Learning 2019

15 April 2019 | Baltimore, MD, United States

Showing 5 of 7 Conference Committees

Keywords/Phrases

Search In:

Publication Years