M. Emre Celebi

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 46

Top Venues

CoRR

IEEE J. Biomed. Health Informatics

J. Real Time Image Process.

IbPRIA

Publications

María Luisa Pérez-Delgado, M. Emre Celebi
A comparative study of color quantization methods using various image quality assessment indices. Multim. Syst. 30 (1) (2024)
Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
A survey on deep learning for skin lesion segmentation. Medical Image Anal. 88 (2023)
M. Emre Celebi
Forty years of color quantization: a modern, algorithmic survey. Artif. Intell. Rev. 56 (12) (2023)
M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu
Guest Editorial Skin Image Analysis in the Age of Deep Learning. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Lei Bi, M. Emre Celebi, Hitoshi Iyatomi, Pablo Fernandez-Penas, Jinman Kim
Image analysis in advanced skin imaging technology. Comput. Methods Programs Biomed. 238 (2023)
Richard Jiang, Paul L. Chazot, Nicola Pavese, Danny Crookes, Ahmed Bouridane, M. Emre Celebi
Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation. IEEE J. Biomed. Health Informatics 26 (6) (2022)
M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu
Guest editorial: Image analysis in dermatology. Medical Image Anal. 79 (2022)
Zahra Mirikharaji, Catarina Barata, Kumar Abhishek, Alceu Bissoto, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
A Survey on Deep Learning for Skin Lesion Segmentation. CoRR (2022)
Shuihua Wang, Zhengchao Dong, Zheng Zhang, Yuankai Huo, M. Emre Celebi, Caifeng Shan
Guest Editorial Emerging Challenges for Deep Learning. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Amber Abernathy, M. Emre Celebi
The incremental online k-means clustering algorithm and its application to color quantization. Expert Syst. Appl. 207 (2022)
Rozita Rastghalam, Habibollah Danyali, Mohammad Sadegh Helfroush, M. Emre Celebi, Mojgan Mokhtari
Skin Melanoma Detection in Microscopic Images Using HMM-Based Asymmetric Analysis and Expectation Maximization. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Richard Jiang, Paul L. Chazot, Danny Crookes, Ahmed Bouridane, M. Emre Celebi
Private Facial Diagnosis as an Edge Service for Parkinson's DBS Treatment Valuation. CoRR (2021)
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
Advances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects. Inf. Fusion 76 (2021)
Pourya Shamsolmoali, Salvador García, Huiyu Zhou, M. Emre Celebi
Advances in domain adaptation for computer vision. Image Vis. Comput. 114 (2021)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Explainable skin lesion diagnosis using taxonomies. Pattern Recognit. 110 (2021)
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger, Huiyu Zhou, Ruili Wang, M. Emre Celebi, Jie Yang
Image synthesis with adversarial networks: A comprehensive survey and case studies. Inf. Fusion 72 (2021)
Shengping Zhang, Huiyu Zhou, Dong Xu, M. Emre Celebi, Thierry Bouwmans
Introduction to the Special Issue on Multimodal Machine Learning for Human Behavior Analysis. ACM Trans. Multim. Comput. Commun. Appl. 16 (Special) (2020)
Pourya Shamsolmoali, M. Emre Celebi, Ruili Wang
Deep learning approaches for real-time image super-resolution. Neural Comput. Appl. 32 (18) (2020)
Pourya Shamsolmoali, M. Emre Celebi, Ruili Wang
Advances in deep learning for real-time image and video reconstruction and processing. J. Real Time Image Process. 17 (6) (2020)
Skyler Thompson, M. Emre Celebi, Krizia Houston Buck
Fast color quantization using MacQueen's k-means algorithm. J. Real Time Image Process. 17 (5) (2020)
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger, Huiyu Zhou, Ruili Wang, M. Emre Celebi, Jie Yang
Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies. CoRR (2020)
Seyed Jalaleddin Mousavirad, Gerald Schaefer, M. Emre Celebi, Hui Fang, Xiyao Liu
Colour Quantisation using Human Mental Search and Local Refinement. SMC (2020)
Ziping Jiang, Paul L. Chazot, M. Emre Celebi, Danny Crookes, Richard Jiang
Social Behavioral Phenotyping of Drosophila with a2D-3D Hybrid CNN Framework. CoRR (2019)
Masoumeh Zareapoor, M. Emre Celebi, Jie Yang
Diverse adversarial network for image super-resolution. Signal Process. Image Commun. 74 (2019)
Catarina Barata, Jorge S. Marques, M. Emre Celebi
Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions. CVPR Workshops (2019)
Ziping Jiang, Paul L. Chazot, M. Emre Celebi, Danny Crookes, Richard Jiang
Social Behavioral Phenotyping of Drosophila With a 2D-3D Hybrid CNN Framework. IEEE Access 7 (2019)
M. Emre Celebi, Noel Codella, Allan Halpern, Dinggang Shen
Guest Editorial Skin Lesion Image Analysis for Melanoma Detection. IEEE J. Biomed. Health Informatics 23 (2) (2019)
M. Emre Celebi, Noel Codella, Allan Halpern
Dermoscopy Image Analysis: Overview and Future Directions. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Qaisar Abbas, M. Emre Celebi
DermoDeep-A classification of melanoma-nevus skin lesions using multi-feature fusion of visual features and deep neural network. Multim. Tools Appl. 78 (16) (2019)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer. IEEE J. Biomed. Health Informatics 23 (3) (2019)
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
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC). CoRR (2019)
German Valenzuela, M. Emre Celebi, Gerald Schaefer
Color Quantization Using Coreset Sampling. SMC (2018)
Aashish B. Katapadi, M. Emre Celebi, Shannon C. Trotter, Metin N. Gurcan
Evolving strategies for the development and evaluation of a computerised melanoma image analysis system. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6 (4) (2018)
Edoardo Ardizzone, M. Emre Celebi
Special Section Guest Editorial: Image and Video Analysis, Detection and Recognition. J. Electronic Imaging 27 (05) (2018)
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
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 (2018)
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
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 (2017)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Development of a clinically oriented system for melanoma diagnosis. Pattern Recognit. 69 (2017)
Olivier Lézoray, Cyril Meurie, M. Emre Celebi
Special Section Guest Editorial: Superpixels for Image Processing and Computer Vision. J. Electronic Imaging 26 (6) (2017)
Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding. IbPRIA (2017)
Takuya Yoshida, M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi
Simple and effective pre-processing for automated melanoma discrimination based on cytological findings. IEEE BigData (2016)
Nabin K. Mishra, M. Emre Celebi
An Overview of Melanoma Detection in Dermoscopy Images Using Image Processing and Machine Learning. CoRR (2016)
David A. Gutman, Noel C. F. Codella, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Nabin K. Mishra, Allan Halpern
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 (2016)
Catarina Barata, M. Emre Celebi, Jorge S. Marques, Jorge Rozeira
Clinically inspired analysis of dermoscopy images using a generative model. Comput. Vis. Image Underst. 151 (2016)
M. Emre Celebi, Teresa Mendonça, Jorge S. Marques
Dermoscopy Image Analysis [Book review]. IEEE Trans. Medical Imaging 35 (4) (2016)
Richard Jiang, Ahmed Bouridane, Danny Crookes, M. Emre Celebi, Hua-Liang Wei
Privacy-Protected Facial Biometric Verification Using Fuzzy Forest Learning. IEEE Trans. Fuzzy Syst. 24 (4) (2016)
Richard Jiang, Somaya Ali Al-Máadeed, Ahmed Bouridane, Danny Crookes, M. Emre Celebi
Face Recognition in the Scrambled Domain via Salience-Aware Ensembles of Many Kernels. IEEE Trans. Inf. Forensics Secur. 11 (8) (2016)
M. Emre Celebi, Quan Wen, Sae Hwang
An effective real-time color quantization method based on divisive hierarchical clustering. J. Real Time Image Process. 10 (2) (2015)
Kouhei Shimizu, Hitoshi Iyatomi, M. Emre Celebi, Kerri-Ann Norton, Masaru Tanaka
Four-Class Classification of Skin Lesions With Task Decomposition Strategy. IEEE Trans. Biomed. Eng. 62 (1) (2015)
Keiichi Ohki, M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi
Building of Readable Decision Trees for Automated Melanoma Discrimination. ISVC (2) (2015)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Melanoma detection algorithm based on feature fusion. EMBC (2015)
M. Emre Celebi, Bogdan Smolka, Gerald Schaefer
Special issue on real-time color image processing. J. Real Time Image Process. 10 (2) (2015)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Improving Dermoscopy Image Classification Using Color Constancy. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Color Detection in Dermoscopy Images Based on Scarce Annotations. IbPRIA (2015)
Qaisar Abbas, Irene Fondón, M. Emre Celebi
A computerized system for detection of spiculated margins based on mammography. Int. Arab J. Inf. Technol. 12 (6) (2015)
Paulo Eduardo Rauber, Renato Rodrigues Oliveira da Silva, Sander Feringa, M. Emre Celebi, Alexandre X. Falcão, Alexandru C. Telea
Interactive Image Feature Selection Aided by Dimensionality Reduction. EuroVA@EuroVis (2015)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
A clinically oriented system for melanoma diagnosis using a color representation. EMBC (2015)
Gerald Schaefer, Bartosz Krawczyk, M. Emre Celebi, Hitoshi Iyatomi
An ensemble classification approach for melanoma diagnosis. Memetic Comput. 6 (4) (2014)
Qaisar Abbas, Irene Fondón, Auxiliadora Sarmiento, M. Emre Celebi
An Improved Segmentation Method for Non-melanoma Skin Lesions Using Active Contour Model. ICIAR (2) (2014)
Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
Color identification in dermoscopy images using Gaussian mixture models. ICASSP (2014)
M. Emre Celebi, Azaria Zornberg
Automated Quantification of Clinically Significant Colors in Dermoscopy Images and Its Application to Skin Lesion Classification. IEEE Syst. J. 8 (3) (2014)
M. Emre Celebi, Hassan A. Kingravi
Linear, Deterministic, and Order-Invariant Initialization Methods for the K-Means Clustering Algorithm. CoRR (2014)
Kouhei Shimizu, Hitoshi Iyatomi, Kerri-Ann Norton, M. Emre Celebi
Extension of automated melanoma screening for non-melanocytic skin lesions. Int. J. Comput. Appl. Technol. 50 (1/2) (2014)
Caroline Gingles, M. Emre Celebi
Histogram-Based Method for Effective Initialization of the K-Means Clustering Algorithm. FLAIRS Conference (2014)
Gerald Schaefer, Bartosz Krawczyk, M. Emre Celebi, Hitoshi Iyatomi, Aboul Ella Hassanien
Melanoma Classification Based on Ensemble Classification of Dermoscopy Image Features. AMLTA (2014)
Catarina Barata, Jorge S. Marques, M. Emre Celebi
Improving dermoscopy image analysis using color constancy. ICIP (2014)
M. Emre Celebi, Hassan A. Kingravi
Deterministic Initialization of the K-Means Algorithm Using Hierarchical Clustering CoRR (2013)
Adam Fausett, M. Emre Celebi
An Accelerated Nearest Neighbor Search Method for the K-Means Clustering Algorithm. FLAIRS Conference (2013)
Huiyu Zhou, Xuelong Li, Gerald Schaefer, M. Emre Celebi, Paul Miller
Mean shift based gradient vector flow for image segmentation. Comput. Vis. Image Underst. 117 (9) (2013)
Qaisar Abbas, M. Emre Celebi, Irene Fondón García
Breast mass segmentation using region-based and edge-based methods in a 4-stage multiscale system. Biomed. Signal Process. Control. 8 (2) (2013)
M. Emre Celebi, Hassan A. Kingravi, Patricio A. Vela
A comparative study of efficient initialization methods for the k-means clustering algorithm. Expert Syst. Appl. 40 (1) (2013)
Qaisar Abbas, M. Emre Celebi, Carmen Serrano, Irene Fondón García, Guangzhi Ma
Pattern classification of dermoscopy images: A perceptually uniform model. Pattern Recognit. 46 (1) (2013)
Gerald Schaefer, Bartosz Krawczyk, M. Emre Celebi, Hitoshi Iyatomi
Melanoma Classification Using Dermoscopy Imaging and Ensemble Learning. ACPR (2013)
David Edmundson, Gerald Schaefer, M. Emre Celebi
Similarity-Based Browsing of Image Search Results. ISM (2013)
M. Emre Celebi, Quan Wen, Sae Hwang, Hitoshi Iyatomi, Gerald Schaefer
Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods. CoRR (2013)
Catarina Barata, Jorge S. Marques, M. Emre Celebi
Towards an automatic bag-of-features model for the classification of dermoscopy images: The influence of segmentation. ISPA (2013)
Stephen Merendino, M. Emre Celebi
A Simulated Annealing Clustering Algorithm Based On Center Perturbation Using Gaussian Mutation. FLAIRS Conference (2013)
Bakhtiyar Uddin, M. Emre Celebi, Hassan A. Kingravi, Gerald Schaefer
Accurate genomic signal recovery using compressed sensing. ICPR (2012)
M. Emre Celebi, Hassan A. Kingravi
Deterministic Initialization of the k-Means Algorithm using Hierarchical Clustering. Int. J. Pattern Recognit. Artif. Intell. 26 (7) (2012)
M. Emre Celebi, Quan Wen, Gerald Schaefer, Huiyu Zhou
Batch Neural Gas with Deterministic Initialization for Color Quantization. ICCVG (2012)
Jared Vicory, M. Emre Celebi
An adaptive and deterministic method for initializing the Lloyd-Max algorithm. Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications (2012)
M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker
Comments on "On approximating Euclidean metrics by weighted t-cost distances in arbitrary dimension". Pattern Recognit. Lett. 33 (10) (2012)
M. Emre Celebi
A simple and efficient algorithm for connected component labeling in color images. Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications (2012)
M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker
Comments on "On Approximating Euclidean Metrics by Weighted t-Cost Distances in Arbitrary Dimension" CoRR (2012)
M. Emre Celebi, Hassan A. Kingravi, Patricio A. Vela
A Comparative Study of Efficient Initialization Methods for the K-Means Clustering Algorithm CoRR (2012)
David Edmundson, Gerald Schaefer, M. Emre Celebi
Robust texture retrieval of compressed images. ICIP (2012)
Huiyu Zhou, Gerald Schaefer, M. Emre Celebi, Faquan Lin, Tangwei Liu
Gradient vector flow with mean shift for skin lesion segmentation. Comput. Medical Imaging Graph. 35 (2) (2011)
Quan Wen, M. Emre Celebi
Hard versus fuzzy c-means clustering for color quantization. EURASIP J. Adv. Signal Process. 2011 (2011)
Rahil Garnavi, Mohammad Aldeen, M. Emre Celebi, George Varigos, Sue Finch
Border detection in dermoscopy images using hybrid thresholding on optimized color channels. Comput. Medical Imaging Graph. 35 (2) (2011)
Gerald Schaefer, Huiyu Zhou, M. Emre Celebi, Aboul Ella Hassanien
Rough colour quantisation. Int. J. Hybrid Intell. Syst. 8 (1) (2011)
M. Emre Celebi
Improving the performance of k-means for color quantization. Image Vis. Comput. 29 (4) (2011)
M. Emre Celebi, Fatih Celiker, Hassan A. Kingravi
On Euclidean norm approximations. Pattern Recognit. 44 (2) (2011)
M. Emre Celebi, Quan Wen, Juan Chen
Color quantization using c-means clustering algorithms. ICIP (2011)
Gerald Schaefer, Maher I. Rajab, M. Emre Celebi, Hitoshi Iyatomi
Colour and contrast enhancement for improved skin lesion segmentation. Comput. Medical Imaging Graph. 35 (2) (2011)
M. Emre Celebi
Improving the Performance of K-Means for Color Quantization CoRR (2011)
Qaisar Abbas, M. Emre Celebi, Irene Fondón García
Hair removal methods: A comparative study for dermoscopy images. Biomed. Signal Process. Control. 6 (4) (2011)
M. Emre Celebi, William V. Stoecker, Randy H. Moss
Advances in skin cancer image analysis. Comput. Medical Imaging Graph. 35 (2) (2011)
Hitoshi Iyatomi, M. Emre Celebi, Gerald Schaefer, Masaru Tanaka
Automated color calibration method for dermoscopy images. Comput. Medical Imaging Graph. 35 (2) (2011)
Hanzheng Wang, Randy H. Moss, Xiaohe Chen, R. 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
Modified watershed technique and post-processing for segmentation of skin lesions in dermoscopy images. Comput. Medical Imaging Graph. 35 (2) (2011)
M. Emre Celebi
Alternative distance/similarity measures for reduced ordering based nonlinear vector filters. ICASSP (2010)
M. Emre Celebi
Distance Measures for Reduced Ordering Based Vector Filters CoRR (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

M. Emre Celebi