M. Emre Celebi

159 papers B 18C 3Misc 13Journal 98Unranked 23
YearRankTypeTitle / Venue / Authors
2026 — ed.
Skin Image Analysis, and Computer-Aided Pelvic Imaging for Female Health - 10th International Workshop, ISIC 2025, and First International Workshop, CAPI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings
ISIC@MICCAI
M. Emre Celebi, Johanna Paula Müller, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu, Kumar Abhishek, Joanna Jaworek-Korjakowska, Moi Hoon Yap, Katharina Breininger, Maximilian Lindholz, Jana Hutter, Richard Ruppel, Smiti Tripathy, Franziska Mathis-Ullrich, Stefanie Burghaus, Matthias May
2025 J jnl
An Innovative Attention-based Triplet Deep Hashing Approach to Retrieve Histopathology Images.
J. Imaging Inform. Medicine
Seyed Mohammad Alizadeh, Mohammad Sadegh Helfroush, M. Emre Celebi
2025 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops - ISIC 2024, iMIMIC 2024, EARTH 2024, DeCaF 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6-10, 2024, Proceedings
ISIC/iMIMIC/EARTH/DeCaF@MICCAI
M. Emre Celebi, Mauricio Reyes, Zhen Chen, Xiaoxiao Li
2024 J jnl
A comparative study of color quantization methods using various image quality assessment indices.
Multim. Syst.
María Luisa Pérez-Delgado, M. Emre Celebi
2024 J jnl
Color quantization using an accelerated Jancey k-means clustering algorithm.
J. Electronic Imaging
Harrison Bounds, M. Emre Celebi, Jordan Maxwell
2024 J jnl
Quantum Face Recognition With Multigate Quantum Convolutional Neural Network.
IEEE Trans. Artif. Intell.
Yijie Zhu, Ahmed Bouridane, M. Emre Celebi, Debanjan Konar, Plamen Angelov, Qiang Ni, Richard Jiang
2023 J jnl
A survey on deep learning for skin lesion segmentation.
Medical Image Anal.
Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
2023 J jnl
Forty years of color quantization: a modern, algorithmic survey.
Artif. Intell. Rev.
M. Emre Celebi
2023 J jnl
Guest Editorial Skin Image Analysis in the Age of Deep Learning.
IEEE J. Biomed. Health Informatics
M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu
2023 J jnl
Image analysis in advanced skin imaging technology.
Comput. Methods Programs Biomed.
Lei Bi, M. Emre Celebi, Hitoshi Iyatomi, Pablo Fernandez-Penas, Jinman Kim
2023 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops - ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, Proceedings
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
M. Emre Celebi, Md Sirajus Salekin, Hyunwoo J. Kim, Shadi Albarqouni, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu, Ghada Zamzmi, Joshua Levy, Huzefa Rangwala, Annika Reinke, Diya Wynn, Bennett A. Landman, Won-Ki Jeong, Yiqing Shen, Zhongying Deng, Spyridon Bakas, Xiaoxiao Li, Chen Qin, Nicola Rieke, Holger Roth, Daguang Xu
2023 J jnl
cq100: a high-quality image dataset for color quantization research.
J. Electronic Imaging
M. Emre Celebi, María Luisa Pérez-Delgado
2022 J jnl
A Survey on Deep Learning for Skin Lesion Segmentation.
CoRR
Zahra Mirikharaji, Catarina Barata, Kumar Abhishek, Alceu Bissoto, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
2022 J jnl
Guest Editorial Emerging Challenges for Deep Learning.
IEEE J. Biomed. Health Informatics
Shuihua Wang, Zhengchao Dong, Zheng Zhang, Yuankai Huo, M. Emre Celebi, Caifeng Shan
2022 J jnl
Guest editorial: Image analysis in dermatology.
Medical Image Anal.
M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu
2022 J jnl
Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation.
IEEE J. Biomed. Health Informatics
Richard Jiang, Paul L. Chazot, Nicola Pavese, Danny Crookes, Ahmed Bouridane, M. Emre Celebi
2022 J jnl
The incremental online k-means clustering algorithm and its application to color quantization.
Expert Syst. Appl.
Amber Abernathy, M. Emre Celebi
2021 J jnl
Advances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects.
Inf. Fusion
Shuihua Wang, M. Emre Celebi, Yu-Dong Zhang, Xiang Yu, Siyuan Lu, Xujing Yao, Qinghua Zhou, Miguel Martinez-Garcia, Yingli Tian, Juan Manuel Górriz, Ivan Tyukin
2021 J jnl
Advances in domain adaptation for computer vision.
Image Vis. Comput.
Pourya Shamsolmoali, Salvador García, Huiyu Zhou, M. Emre Celebi
2021 J jnl
Explainable skin lesion diagnosis using taxonomies.
Pattern Recognit.
Catarina Barata, M. Emre Celebi, Jorge S. Marques
2021 J jnl
Image synthesis with adversarial networks: A comprehensive survey and case studies.
Inf. Fusion
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger, Huiyu Zhou, Ruili Wang, M. Emre Celebi, Jie Yang
2021 J jnl
Private Facial Diagnosis as an Edge Service for Parkinson's DBS Treatment Valuation.
CoRR
Richard Jiang, Paul L. Chazot, Danny Crookes, Ahmed Bouridane, M. Emre Celebi
2021 J jnl
Skin Melanoma Detection in Microscopic Images Using HMM-Based Asymmetric Analysis and Expectation Maximization.
IEEE J. Biomed. Health Informatics
Rozita Rastghalam, Habibollah Danyali, Mohammad Sadegh Helfroush, M. Emre Celebi, Mojgan Mokhtari
2020 J jnl
Advances in deep learning for real-time image and video reconstruction and processing.
J. Real Time Image Process.
Pourya Shamsolmoali, M. Emre Celebi, Ruili Wang
2020 B conf
Colour Quantisation using Human Mental Search and Local Refinement.
SMC
Seyed Jalaleddin Mousavirad, Gerald Schaefer, M. Emre Celebi, Hui Fang, Xiyao Liu
2020 J jnl
Deep learning approaches for real-time image super-resolution.
Neural Comput. Appl.
Pourya Shamsolmoali, M. Emre Celebi, Ruili Wang
2020 J jnl
Fast color quantization using MacQueen's k-means algorithm.
J. Real Time Image Process.
Skyler Thompson, M. Emre Celebi, Krizia Houston Buck
2020 J jnl
Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies.
CoRR
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger, Huiyu Zhou, Ruili Wang, M. Emre Celebi, Jie Yang
2020 J jnl
Introduction to the Special Issue on Multimodal Machine Learning for Human Behavior Analysis.
ACM Trans. Multim. Comput. Commun. Appl.
Shengping Zhang, Huiyu Zhou, Dong Xu, M. Emre Celebi, Thierry Bouwmans
2019 J jnl
A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer.
IEEE J. Biomed. Health Informatics
Catarina Barata, M. Emre Celebi, Jorge S. Marques
2019 — conf
Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions.
CVPR Workshops
Catarina Barata, Jorge S. Marques, M. Emre Celebi
2019 J jnl
DermoDeep-A classification of melanoma-nevus skin lesions using multi-feature fusion of visual features and deep neural network.
Multim. Tools Appl.
Qaisar Abbas, M. Emre Celebi
2019 J jnl
Dermoscopy Image Analysis: Overview and Future Directions.
IEEE J. Biomed. Health Informatics
M. Emre Celebi, Noel Codella, Allan Halpern
2019 J jnl
Diverse adversarial network for image super-resolution.
Signal Process. Image Commun.
Masoumeh Zareapoor, M. Emre Celebi, Jie Yang
2019 J jnl
Guest Editorial Skin Lesion Image Analysis for Melanoma Detection.
IEEE J. Biomed. Health Informatics
M. Emre Celebi, Noel Codella, Allan Halpern, Dinggang Shen
2019 J jnl
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC).
CoRR
Noel C. F. Codella, Veronica Rotemberg, Philipp Tschandl, M. Emre Celebi, Stephen W. Dusza, David A. Gutman, Brian Helba, Aadi Kalloo, Konstantinos Liopyris, Michael A. Marchetti, Harald Kittler, Allan Halpern
2019 J jnl
Social Behavioral Phenotyping of Drosophila With a 2D-3D Hybrid CNN Framework.
IEEE Access
Ziping Jiang, Paul L. Chazot, M. Emre Celebi, Danny Crookes, Richard Jiang
2019 J jnl
Social Behavioral Phenotyping of Drosophila with a2D-3D Hybrid CNN Framework.
CoRR
Ziping Jiang, Paul L. Chazot, M. Emre Celebi, Danny Crookes, Richard Jiang
2018 B conf
Color Quantization Using Coreset Sampling.
SMC
German Valenzuela, M. Emre Celebi, Gerald Schaefer
2018 J jnl
Evolving strategies for the development and evaluation of a computerised melanoma image analysis system.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Aashish B. Katapadi, M. Emre Celebi, Shannon C. Trotter, Metin N. Gurcan
2018 — ed.
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis - First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings
OR 2.0/CARE/CLIP/ISIC@MICCAI
Danail Stoyanov, Zeike Taylor, Duygu Sarikaya, A. Jonathan McLeod, Miguel Ángel González Ballester, Noel C. F. Codella, Anne L. Martel, Lena Maier-Hein, Anand Malpani, Marco A. Zenati, Sandrine de Ribaupierre, Xióngbiao Luó, Toby Collins, Tobias Reichl, Klaus Drechsler, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, M. Emre Celebi, Kristin J. Dana, Allan Halpern
2018 — conf
Skin lesion analysis toward melanoma detection: A challenge at the 2017 International symposium on biomedical imaging (ISBI), hosted by the international skin imaging collaboration (ISIC).
ISBI
Noel C. F. Codella, David A. Gutman, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Stephen W. Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin K. Mishra, Harald Kittler, Allan Halpern
2018 J jnl
Special Section Guest Editorial: Image and Video Analysis, Detection and Recognition.
J. Electronic Imaging
Edoardo Ardizzone, M. Emre Celebi
2017 J jnl
Development of a clinically oriented system for melanoma diagnosis.
Pattern Recognit.
Catarina Barata, M. Emre Celebi, Jorge S. Marques
2017 Misc conf
Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding.
IbPRIA
Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
2017 J jnl
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC).
CoRR
Noel C. F. Codella, David A. Gutman, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Stephen W. Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin K. Mishra, Harald Kittler, Allan Halpern
2017 J jnl
Special Section Guest Editorial: Superpixels for Image Processing and Computer Vision.
J. Electronic Imaging
Olivier Lézoray, Cyril Meurie, M. Emre Celebi
2016 J jnl
An Overview of Melanoma Detection in Dermoscopy Images Using Image Processing and Machine Learning.
CoRR
Nabin K. Mishra, M. Emre Celebi
2016 J jnl
Clinically inspired analysis of dermoscopy images using a generative model.
Comput. Vis. Image Underst.
Catarina Barata, M. Emre Celebi, Jorge S. Marques, Jorge Rozeira
2016 J jnl
Dermoscopy Image Analysis [Book review].
IEEE Trans. Medical Imaging
M. Emre Celebi, Teresa Mendonça, Jorge S. Marques
2016 J jnl
Face Recognition in the Scrambled Domain via Salience-Aware Ensembles of Many Kernels.
IEEE Trans. Inf. Forensics Secur.
Richard Jiang, Somaya Ali Al-Máadeed, Ahmed Bouridane, Danny Crookes, M. Emre Celebi
2016 J jnl
Privacy-Protected Facial Biometric Verification Using Fuzzy Forest Learning.
IEEE Trans. Fuzzy Syst.
Richard Jiang, Ahmed Bouridane, Danny Crookes, M. Emre Celebi, Hua-Liang Wei
2016 J jnl
Raptor and visual logic©: a comparison of flowcharting tools for CS0.
J. Comput. Sci. Coll.
Achla Agarwal, Krishna K. Agarwal, Leslie D. Fife, M. Emre Celebi
2016 — conf
Simple and effective pre-processing for automated melanoma discrimination based on cytological findings.
IEEE BigData
Takuya Yoshida, M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi
2016 J jnl
Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC).
CoRR
David A. Gutman, Noel C. F. Codella, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Nabin K. Mishra, Allan Halpern
2015 — conf
A clinically oriented system for melanoma diagnosis using a color representation.
EMBC
Catarina Barata, M. Emre Celebi, Jorge S. Marques
2015 J jnl
A computerized system for detection of spiculated margins based on mammography.
Int. Arab J. Inf. Technol.
Qaisar Abbas, Irene Fondón, M. Emre Celebi
2015 J jnl
An effective real-time color quantization method based on divisive hierarchical clustering.
J. Real Time Image Process.
M. Emre Celebi, Quan Wen, Sae Hwang
2015 — conf
Building of Readable Decision Trees for Automated Melanoma Discrimination.
ISVC (2)
Keiichi Ohki, M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi
2015 Misc conf
Color Detection in Dermoscopy Images Based on Scarce Annotations.
IbPRIA
Catarina Barata, M. Emre Celebi, Jorge S. Marques
2015 J jnl
Four-Class Classification of Skin Lesions With Task Decomposition Strategy.
IEEE Trans. Biomed. Eng.
Kouhei Shimizu, Hitoshi Iyatomi, M. Emre Celebi, Kerri-Ann Norton, Masaru Tanaka
2015 J jnl
Improving Dermoscopy Image Classification Using Color Constancy.
IEEE J. Biomed. Health Informatics
Catarina Barata, M. Emre Celebi, Jorge S. Marques
2015 — conf
Interactive Image Feature Selection Aided by Dimensionality Reduction.
EuroVA@EuroVis
Paulo Eduardo Rauber, Renato Rodrigues Oliveira da Silva, Sander Feringa, M. Emre Celebi, Alexandre X. Falcão, Alexandru C. Telea
2015 — conf
Melanoma detection algorithm based on feature fusion.
EMBC
Catarina Barata, M. Emre Celebi, Jorge S. Marques
2015 J jnl
Special issue on real-time color image processing.
J. Real Time Image Process.
M. Emre Celebi, Bogdan Smolka, Gerald Schaefer
2014 — conf
An Improved Segmentation Method for Non-melanoma Skin Lesions Using Active Contour Model.
ICIAR (2)
Qaisar Abbas, Irene Fondón, Auxiliadora Sarmiento, M. Emre Celebi
2014 J jnl
An ensemble classification approach for melanoma diagnosis.
Memetic Comput.
Gerald Schaefer, Bartosz Krawczyk, M. Emre Celebi, Hitoshi Iyatomi
2014 J jnl
Automated Quantification of Clinically Significant Colors in Dermoscopy Images and Its Application to Skin Lesion Classification.
IEEE Syst. J.
M. Emre Celebi, Azaria Zornberg
2014 Misc conf
Color identification in dermoscopy images using Gaussian mixture models.
ICASSP
Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
2014 J jnl
Extension of automated melanoma screening for non-melanocytic skin lesions.
Int. J. Comput. Appl. Technol.
Kouhei Shimizu, Hitoshi Iyatomi, Kerri-Ann Norton, M. Emre Celebi
2014 Misc conf
Histogram-Based Method for Effective Initialization of the K-Means Clustering Algorithm.
FLAIRS
Caroline Gingles, M. Emre Celebi
2014 B conf
Improving dermoscopy image analysis using color constancy.
ICIP
Catarina Barata, Jorge S. Marques, M. Emre Celebi
2014 J jnl
Linear, Deterministic, and Order-Invariant Initialization Methods for the K-Means Clustering Algorithm.
CoRR
M. Emre Celebi, Hassan A. Kingravi
2014 — conf
Melanoma Classification Based on Ensemble Classification of Dermoscopy Image Features.
AMLTA
Gerald Schaefer, Bartosz Krawczyk, M. Emre Celebi, Hitoshi Iyatomi, Aboul Ella Hassanien
2013 Misc conf
A Simulated Annealing Clustering Algorithm Based On Center Perturbation Using Gaussian Mutation.
FLAIRS
Stephen Merendino, M. Emre Celebi
2013 J jnl
A comparative study of efficient initialization methods for the k-means clustering algorithm.
Expert Syst. Appl.
M. Emre Celebi, Hassan A. Kingravi, Patricio A. Vela
2013 Misc conf
An Accelerated Nearest Neighbor Search Method for the K-Means Clustering Algorithm.
FLAIRS
Adam Fausett, M. Emre Celebi
2013 J jnl
Breast mass segmentation using region-based and edge-based methods in a 4-stage multiscale system.
Biomed. Signal Process. Control.
Qaisar Abbas, M. Emre Celebi, Irene Fondón García
2013 J jnl
Deterministic Initialization of the K-Means Algorithm Using Hierarchical Clustering
CoRR
M. Emre Celebi, Hassan A. Kingravi
2013 J jnl
Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods.
CoRR
M. Emre Celebi, Quan Wen, Sae Hwang, Hitoshi Iyatomi, Gerald Schaefer
2013 J jnl
Mean shift based gradient vector flow for image segmentation.
Comput. Vis. Image Underst.
Huiyu Zhou, Xuelong Li, Gerald Schaefer, M. Emre Celebi, Paul Miller
2013 — conf
Melanoma Classification Using Dermoscopy Imaging and Ensemble Learning.
ACPR
Gerald Schaefer, Bartosz Krawczyk, M. Emre Celebi, Hitoshi Iyatomi
2013 J jnl
Pattern classification of dermoscopy images: A perceptually uniform model.
Pattern Recognit.
Qaisar Abbas, M. Emre Celebi, Carmen Serrano, Irene Fondón García, Guangzhi Ma
2013 C conf
Similarity-Based Browsing of Image Search Results.
ISM
David Edmundson, Gerald Schaefer, M. Emre Celebi
2013 C conf
Towards an automatic bag-of-features model for the classification of dermoscopy images: The influence of segmentation.
ISPA
Catarina Barata, Jorge S. Marques, M. Emre Celebi
2012 J jnl
A Comparative Study of Efficient Initialization Methods for the K-Means Clustering Algorithm
CoRR
M. Emre Celebi, Hassan A. Kingravi, Patricio A. Vela
2012 — conf
A simple and efficient algorithm for connected component labeling in color images.
Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications
M. Emre Celebi
2012 B conf
Accurate genomic signal recovery using compressed sensing.
ICPR
Bakhtiyar Uddin, M. Emre Celebi, Hassan A. Kingravi, Gerald Schaefer
2012 — conf
An adaptive and deterministic method for initializing the Lloyd-Max algorithm.
Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications
Jared Vicory, M. Emre Celebi
2012 Misc conf
Batch Neural Gas with Deterministic Initialization for Color Quantization.
ICCVG
M. Emre Celebi, Quan Wen, Gerald Schaefer, Huiyu Zhou
2012 J jnl
Comments on "On Approximating Euclidean Metrics by Weighted t-Cost Distances in Arbitrary Dimension"
CoRR
M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker
2012 J jnl
Comments on "On approximating Euclidean metrics by weighted t-cost distances in arbitrary dimension".
Pattern Recognit. Lett.
M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker
2012 J jnl
Deterministic Initialization of the k-Means Algorithm using Hierarchical Clustering.
Int. J. Pattern Recognit. Artif. Intell.
M. Emre Celebi, Hassan A. Kingravi
2012 B conf
Robust texture retrieval of compressed images.
ICIP
David Edmundson, Gerald Schaefer, M. Emre Celebi
2011 J jnl
Advances in skin cancer image analysis.
Comput. Medical Imaging Graph.
M. Emre Celebi, William V. Stoecker, Randy H. Moss
2011 J jnl
Automated color calibration method for dermoscopy images.
Comput. Medical Imaging Graph.
Hitoshi Iyatomi, M. Emre Celebi, Gerald Schaefer, Masaru Tanaka
2011 J jnl
Border detection in dermoscopy images using hybrid thresholding on optimized color channels.
Comput. Medical Imaging Graph.
Rahil Garnavi, Mohammad Aldeen, M. Emre Celebi, George Varigos, Sue Finch
2011 B conf
Color quantization using c-means clustering algorithms.
ICIP
M. Emre Celebi, Quan Wen, Juan Chen
2011 J jnl
Colour and contrast enhancement for improved skin lesion segmentation.
Comput. Medical Imaging Graph.
Gerald Schaefer, Maher I. Rajab, M. Emre Celebi, Hitoshi Iyatomi
2011 J jnl
Gradient vector flow with mean shift for skin lesion segmentation.
Comput. Medical Imaging Graph.
Huiyu Zhou, Gerald Schaefer, M. Emre Celebi, Faquan Lin, Tangwei Liu
2011 J jnl
Hair removal methods: A comparative study for dermoscopy images.
Biomed. Signal Process. Control.
Qaisar Abbas, M. Emre Celebi, Irene Fondón García
2011 J jnl
Hard versus fuzzy c-means clustering for color quantization.
EURASIP J. Adv. Signal Process.
Quan Wen, M. Emre Celebi
2011 J jnl
Improving the Performance of K-Means for Color Quantization
CoRR
M. Emre Celebi
2011 J jnl
Improving the performance of k-means for color quantization.
Image Vis. Comput.
M. Emre Celebi
2011 J jnl
Modified watershed technique and post-processing for segmentation of skin lesions in dermoscopy images.
Comput. Medical Imaging Graph.
Hanzheng Wang, Randy H. Moss, Xiaohe Chen, Ronald Joe Stanley, William V. Stoecker, M. Emre Celebi, Joseph M. Malters, James M. Grichnik, Ashfaq A. Marghoob, Harold S. Rabinovitz, Scott W. Menzies, Thomas M. Szalapski
2011 J jnl
On Euclidean norm approximations.
Pattern Recognit.
M. Emre Celebi, Fatih Celiker, Hassan A. Kingravi
2011 J jnl
Rough colour quantisation.
Int. J. Hybrid Intell. Syst.
Gerald Schaefer, Huiyu Zhou, M. Emre Celebi, Aboul Ella Hassanien
2010 J jnl
A Fast Switching Filter for Impulsive Noise Removal from Color Images
CoRR
M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, Y. Alp Aslandogan
2010 B conf
A new family of order-statistics based switching vector filters.
ICIP
M. Emre Celebi, Gerald Schaefer, Huiyu Zhou
2010 B conf
Accelerating color space transformations using numerical approximations.
ICIP
M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker
2010 Misc conf
Alternative distance/similarity measures for reduced ordering based nonlinear vector filters.
ICASSP
M. Emre Celebi
2010 J jnl
An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images
CoRR
M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi, William V. Stoecker, Joseph M. Malters, James M. Grichnik
2010 J jnl
Approximate Lesion Localization in Dermoscopy Images
CoRR
M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker
2010 B conf
Automated color normalization for dermoscopy images.
ICIP
Hitoshi Iyatomi, M. Emre Celebi, Gerald Schaefer, Masaru Tanaka
2010 J jnl
Automatic Detection of Blue-White Veil and Related Structures in Dermoscopy Images
CoRR
M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, H. Peter Soyer
2010 — conf
Can Mean Shift Trackers Perform Better?
SITIS
Huiyu Zhou, Gerald Schaefer, Yuan Yuan, M. Emre Celebi
2010 J jnl
Cost-Effective Implementation of Order-Statistics Based Vector Filters Using Minimax Approximations
CoRR
M. Emre Celebi, Hassan A. Kingravi, Rastislav Lukac, Fatih Celiker
2010 J jnl
Distance Measures for Reduced Ordering Based Vector Filters
CoRR
M. Emre Celebi
2010 J jnl
Fast Color Quantization Using Weighted Sort-Means Clustering
CoRR
M. Emre Celebi
2010 J jnl
Fast Color Space Transformations Using Minimax Approximations
CoRR
M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker
2010 J jnl
Lesion Border Detection in Dermoscopy Images
CoRR
M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker
2010 B conf
Multilevel wireless capsule endoscopy video segmentation.
Image Processing
Sae Hwang, M. Emre Celebi
2010 — conf
Neural Gas Clustering For Color Reduction.
IPCV
M. Emre Celebi, Gerald Schaefer
2010 J jnl
Nonlinear Vector Filtering for Impulsive Noise Removal from Color Images
CoRR
M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan
2010 J jnl
On Euclidean Norm Approximations
CoRR
M. Emre Celebi, Fatih Celiker, Hassan A. Kingravi
2010 Misc conf
Polyp detection in Wireless Capsule Endoscopy videos based on image segmentation and geometric feature.
ICASSP
Sae Hwang, M. Emre Celebi
2010 J jnl
Real-Time Implementation of Order-Statistics Based Directional Filters
CoRR
M. Emre Celebi
2010 B conf
Robust border detection in dermoscopy images using threshold fusion.
ICIP
M. Emre Celebi, Sae Hwang, Hitoshi Iyatomi, Gerald Schaefer
2010 Misc conf
Robust codebook-based video background subtraction.
ICASSP
Amit Pal, Gerald Schaefer, M. Emre Celebi
2010 — conf
Texture Segmentation of Dermoscopy Images using Gabor Filters and G-Means Clustering.
IPCV
Sae Hwang, M. Emre Celebi
2009 — conf
An Effective Color Quantization Method Based on the Competitive Learning Paradigm.
IPCV
M. Emre Celebi
2009 J jnl
Anisotropic Mean Shift Based Fuzzy C-Means Segmentation of Dermoscopy Images.
IEEE J. Sel. Top. Signal Process.
Huiyu Zhou, Gerald Schaefer, Abdul Hamid Sadka, M. Emre Celebi
2009 B conf
Bayesian image segmentation with mean shift.
ICIP
Huiyu Zhou, Gerald Schaefer, M. Emre Celebi, Minrui Fei
2009 B conf
Contrast enhancement in dermoscopy images by maximizing a histogram bimodality measure.
ICIP
M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer
2009 J jnl
Distance measures for reduced ordering-based vector filters.
IET Image Process.
M. Emre Celebi
2009 B conf
Effective initialization of k-means for color quantization.
ICIP
M. Emre Celebi
2009 B conf
Fast implementation of vector directional filters.
ICIP
M. Emre Celebi
2009 J jnl
Lesion border detection in dermoscopy images.
Comput. Medical Imaging Graph.
M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker
2009 C conf
Localization of Lesions in Dermoscopy Images Using Ensembles of Thresholding Methods.
PSIVT
M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker
2009 J jnl
Real-time implementation of order-statistics-based directional filters.
IET Image Process.
M. Emre Celebi
2009 B conf
Skin lesion extraction in dermoscopic images based on colour enhancement and iterative segmentation.
ICIP
Gerald Schaefer, Maher I. Rajab, M. Emre Celebi, Hitoshi Iyatomi
2008 J jnl
An improved Internet-based melanoma screening system with dermatologist-like tumor area extraction algorithm.
Comput. Medical Imaging Graph.
Hitoshi Iyatomi, Hiroshi Oka, M. Emre Celebi, Masahiro Hashimoto, Masafumi Hagiwara, Masaru Tanaka, Koichi Ogawa
2008 — conf
Anisotropic mean shift based fuzzy c-means segmentation of skin lesions.
CSTST
Huiyu Zhou, Gerald Schaefer, Abdul Hamid Sadka, M. Emre Celebi
2008 J jnl
Automatic detection of blue-white veil and related structures in dermoscopy images.
Comput. Medical Imaging Graph.
M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, H. Peter Soyer
2008 J jnl
Python puts a squeeze on java for CS0 and beyond.
J. Comput. Sci. Coll.
Krishna K. Agarwal, Achla Agarwal, M. Emre Celebi
2008 J jnl
Robust switching vector median filter for impulsive noise removal.
J. Electronic Imaging
M. Emre Celebi, Yuksel Alp Aslandogan
2007 J jnl
A methodological approach to the classification of dermoscopy images.
Comput. Medical Imaging Graph.
M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, Hitoshi Iyatomi, Y. Alp Aslandogan, William V. Stoecker, Randy H. Moss
2007 B conf
Fast and accurate border detection in dermoscopy images using statistical region merging.
Image Processing
M. Emre Celebi, Hassan A. Kingravi, Hitoshi Iyatomi, Jeongkyu Lee, Y. Alp Aslandogan, William Van Stoecker, Randy H. Moss, Joseph M. Malters, Ashfaq A. Marghoob
2007 J jnl
Nonlinear vector filtering for impulsive noise removal from color images.
J. Electronic Imaging
M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan
2007 — conf
Unsupervised Learning of Manifolds via Linear Approximations.
DEXA Workshops
Hassan A. Kingravi, M. Emre Celebi, Pragya P. Rajauria
2006 B conf
Detection of blue-white veil areas in dermoscopy images using machine learning techniques.
Image Processing
M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan, William V. Stoecker
2005 — conf
A Comparative Study of Three Moment-Based Shape Descriptors.
ITCC (1)
M. Emre Celebi, Y. Alp Aslandogan
2005 — conf
Content Based Retrieval and Classification of Cultural Relic Images.
ISNN (2)
Na Wei, M. Emre Celebi, Guohua Geng
2005 Misc conf
Human Perception-Driven, Similarity-Based Access to Image Databases.
FLAIRS
M. Emre Celebi, Y. Alp Aslandogan
2005 — conf
Mining Biomedical Images with Density-Based Clustering.
ITCC (1)
M. Emre Celebi, Y. Alp Aslandogan, Paul R. Bergstresser
2005 Misc conf
Skin Lesion Segmentation Using Clustering Techniques.
FLAIRS
M. Emre Celebi, Wenzhao Guo, Y. Alp Aslandogan, Paul R. Bergstresser
2005 — conf
Unsupervised Border Detection of Skin Lesion Images.
ITCC (2)
M. Emre Celebi, Y. Alp Aslandogan, Paul R. Bergstresser
2004 Misc conf
A System for Distributed Image Acquisition, Content-Analysis and Similarity Retrieval.
IRI
Ibrahim Noorzaie, Y. Alp Aslandogan, M. Emre Celebi
2004 — conf
Content-Based Image Retrieval Incorporating Models of Human Perception.
ITCC (2)
M. Emre Celebi, Y. Alp Aslandogan