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ORCIDM. Emre Celebi 0001
Mehmet Emre Celebi
Person information
- affiliation: University of Central Arkansas, Conway, AR, USA
- affiliation: Louisiana State University, Department of Computer Science, Shreveport, LA, USA
- affiliation: University of Texas at Arlington, Department of Computer Science and Engineering, TX, USA
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2020 – today
- 2025
[e3]M. Emre Celebi
, Mauricio Reyes, Zhen Chen, Xiaoxiao Li:
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. Lecture Notes in Computer Science 15274, Springer 2025, ISBN 978-3-031-77609-0 [contents]- 2024
- [j72]Harrison Bounds, M. Emre Celebi, Jordan Maxwell:
Color quantization using an accelerated Jancey k-means clustering algorithm. J. Electronic Imaging 33(5) (2024) - [j71]María Luisa Pérez-Delgado, M. Emre Celebi:
A comparative study of color quantization methods using various image quality assessment indices. Multim. Syst. 30(1): 40 (2024) - [j70]Yijie Zhu, Ahmed Bouridane, M. Emre Celebi, Debanjan Konar, Plamen Angelov, Qiang Ni, Richard Jiang:
Quantum Face Recognition With Multigate Quantum Convolutional Neural Network. IEEE Trans. Artif. Intell. 5(12): 6330-6341 (2024) - 2023
- [j69]M. Emre Celebi:
Forty years of color quantization: a modern, algorithmic survey. Artif. Intell. Rev. 56(12): 13953-14034 (2023) - [j68]Lei Bi, M. Emre Celebi, Hitoshi Iyatomi, Pablo Fernandez-Penas, Jinman Kim:
Image analysis in advanced skin imaging technology. Comput. Methods Programs Biomed. 238: 107599 (2023) - [j67]M. Emre Celebi, María Luisa Pérez-Delgado:
cq100: a high-quality image dataset for color quantization research. J. Electronic Imaging 32(3) (2023) - [j66]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: 102863 (2023) - [j65]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): 143-144 (2023) - [e2]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:
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. Lecture Notes in Computer Science 14393, Springer 2023, ISBN 978-3-031-47400-2 [contents] - 2022
- [j64]Amber Abernathy, M. Emre Celebi:
The incremental online k-means clustering algorithm and its application to color quantization. Expert Syst. Appl. 207: 117927 (2022) - [j63]M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu:
Guest editorial: Image analysis in dermatology. Medical Image Anal. 79: 102468 (2022) - [j62]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): 2703-2713 (2022) - [j61]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): 5287-5288 (2022) - [i26]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 abs/2206.00356 (2022) - 2021
- [j60]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: 126-146 (2021) - [j59]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: 376-421 (2021) - [j58]Pourya Shamsolmoali, Salvador García, Huiyu Zhou, M. Emre Celebi:
Advances in domain adaptation for computer vision. Image Vis. Comput. 114: 104268 (2021) - [j57]Catarina Barata, M. Emre Celebi, Jorge S. Marques:
Explainable skin lesion diagnosis using taxonomies. Pattern Recognit. 110: 107413 (2021) - [j56]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): 3486-3497 (2021) - [i25]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 abs/2105.07533 (2021) - 2020
- [j55]Skyler Thompson, M. Emre Celebi, Krizia Houston Buck:
Fast color quantization using MacQueen's k-means algorithm. J. Real Time Image Process. 17(5): 1609-1624 (2020) - [j54]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): 1883-1884 (2020) - [j53]Pourya Shamsolmoali, M. Emre Celebi, Ruili Wang:
Deep learning approaches for real-time image super-resolution. Neural Comput. Appl. 32(18): 14519-14520 (2020) - [j52]Amir Reza Sadri, Mehmet Emre Celebi, Nazanin Rahnavard, Satish E. Viswanath:
Sparse Wavelet Networks. IEEE Signal Process. Lett. 27: 111-115 (2020) - [j51]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(1s): 19:1-19:2 (2020) - [c57]Seyed Jalaleddin Mousavirad, Gerald Schaefer, M. Emre Celebi, Hui Fang, Xiyao Liu:
Colour Quantisation using Human Mental Search and Local Refinement. SMC 2020: 3045-3050 - [i24]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 abs/2012.13736 (2020)
2010 – 2019
- 2019
- [j50]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: 67972-67982 (2019) - [j49]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): 23559-23580 (2019) - [j48]Masoumeh Zareapoor, M. Emre Celebi, Jie Yang:
Diverse adversarial network for image super-resolution. Signal Process. Image Commun. 74: 191-200 (2019) - [j47]M. Emre Celebi, Noel Codella, Allan Halpern:
Dermoscopy Image Analysis: Overview and Future Directions. IEEE J. Biomed. Health Informatics 23(2): 474-478 (2019) - [j46]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): 479-480 (2019) - [j45]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): 1096-1109 (2019) - [c56]Catarina Barata, Jorge S. Marques, M. Emre Celebi:
Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions. CVPR Workshops 2019: 2757-2765 - [i23]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 abs/1902.03368 (2019) - [i22]Ziping Jiang, Paul L. Chazot, M. Emre Celebi, Danny Crookes, Richard Jiang:
Social Behavioral Phenotyping of Drosophila with a2D-3D Hybrid CNN Framework. CoRR abs/1903.11421 (2019) - 2018
- [j44]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): 465-472 (2018) - [j43]Edoardo Ardizzone, M. Emre Celebi:
Special Section Guest Editorial: Image and Video Analysis, Detection and Recognition. J. Electronic Imaging 27(05): 051201 (2018) - [c55]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: 168-172 - [c54]German Valenzuela, M. Emre Celebi, Gerald Schaefer:
Color Quantization Using Coreset Sampling. SMC 2018: 2096-2101 - [e1]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:
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. Lecture Notes in Computer Science 11041, Springer 2018, ISBN 978-3-030-01200-7 [contents] - 2017
- [j42]Amir Reza Sadri, Sepideh Azarianpour, Maryam Zekri, Mehmet Emre Celebi, Saeid Sadri:
WN-based approach to melanoma diagnosis from dermoscopy images. IET Image Process. 11(7): 475-482 (2017) - [j41]Olivier Lézoray, Cyril Meurie, M. Emre Celebi:
Special Section Guest Editorial: Superpixels for Image Processing and Computer Vision. J. Electronic Imaging 26(6): 61601 (2017) - [j40]Catarina Barata, M. Emre Celebi, Jorge S. Marques:
Development of a clinically oriented system for melanoma diagnosis. Pattern Recognit. 69: 270-285 (2017) - [c53]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: 528-536 - [i21]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 abs/1710.05006 (2017) - 2016
- [j39]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: 124-137 (2016) - [j38]Achla Agarwal, Krishna K. Agarwal, Leslie Fife, M. Emre Celebi:
Raptor and visual logic©: a comparison of flowcharting tools for CS0. J. Comput. Sci. Coll. 31(4): 36-41 (2016) - [j37]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): 779-790 (2016) - [j36]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): 1807-1817 (2016) - [j35]M. Emre Celebi, Teresa Mendonça, Jorge S. Marques:
Dermoscopy Image Analysis [Book review]. IEEE Trans. Medical Imaging 35(4): 1147-1148 (2016) - [c52]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: 3439-3442 - [i20]Nabin K. Mishra, M. Emre Celebi:
An Overview of Melanoma Detection in Dermoscopy Images Using Image Processing and Machine Learning. CoRR abs/1601.07843 (2016) - [i19]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 abs/1605.01397 (2016) - 2015
- [j34]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): 582-588 (2015) - [j33]M. Emre Celebi, Bogdan Smolka, Gerald Schaefer:
Special issue on real-time color image processing. J. Real Time Image Process. 10(2): 189-191 (2015) - [j32]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): 329-344 (2015) - [j31]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): 274-283 (2015) - [j30]Catarina Barata, M. Emre Celebi, Jorge S. Marques:
Improving Dermoscopy Image Classification Using Color Constancy. IEEE J. Biomed. Health Informatics 19(3): 1146-1152 (2015) - [c51]Catarina Barata, M. Emre Celebi, Jorge S. Marques:
Melanoma detection algorithm based on feature fusion. EMBC 2015: 2653-2656 - [c50]Catarina Barata, M. Emre Celebi, Jorge S. Marques:
A clinically oriented system for melanoma diagnosis using a color representation. EMBC 2015: 7462-7465 - [c49]Catarina Barata, M. Emre Celebi, Jorge S. Marques:
Color Detection in Dermoscopy Images Based on Scarce Annotations. IbPRIA 2015: 309-316 - [c48]Keiichi Ohki, M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi:
Building of Readable Decision Trees for Automated Melanoma Discrimination. ISVC (2) 2015: 712-721 - [c47]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: 19-23 - 2014
- [j29]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): 122-130 (2014) - [j28]Gerald Schaefer, Bartosz Krawczyk, M. Emre Celebi, Hitoshi Iyatomi:
An ensemble classification approach for melanoma diagnosis. Memetic Comput. 6(4): 233-240 (2014) - [j27]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): 980-984 (2014) - [c46]Gerald Schaefer, Bartosz Krawczyk, M. Emre Celebi, Hitoshi Iyatomi, Aboul Ella Hassanien:
Melanoma Classification Based on Ensemble Classification of Dermoscopy Image Features. AMLTA 2014: 291-298 - [c45]Caroline Gingles, M. Emre Celebi:
Histogram-Based Method for Effective Initialization of the K-Means Clustering Algorithm. FLAIRS 2014 - [c44]Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques:
Color identification in dermoscopy images using Gaussian mixture models. ICASSP 2014: 3611-3615 - [c43]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: 193-200 - [c42]Catarina Barata, Jorge S. Marques, M. Emre Celebi:
Improving dermoscopy image analysis using color constancy. ICIP 2014: 3527-3531 - [i18]M. Emre Celebi, Hassan A. Kingravi:
Linear, Deterministic, and Order-Invariant Initialization Methods for the K-Means Clustering Algorithm. CoRR abs/1409.3854 (2014) - 2013
- [j26]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): 204-214 (2013) - [j25]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): 1004-1016 (2013) - [j24]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): 200-210 (2013) - [j23]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): 86-97 (2013) - [c41]Gerald Schaefer, Bartosz Krawczyk, M. Emre Celebi, Hitoshi Iyatomi:
Melanoma Classification Using Dermoscopy Imaging and Ensemble Learning. ACPR 2013: 386-390 - [c40]Adam Fausett, M. Emre Celebi:
An Accelerated Nearest Neighbor Search Method for the K-Means Clustering Algorithm. FLAIRS 2013 - [c39]Stephen Merendino, M. Emre Celebi:
A Simulated Annealing Clustering Algorithm Based On Center Perturbation Using Gaussian Mutation. FLAIRS 2013 - [c38]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: 274-279 - [c37]David Edmundson, Gerald Schaefer, M. Emre Celebi:
Similarity-Based Browsing of Image Search Results. ISM 2013: 502-503 - [i17]M. Emre Celebi, Hassan A. Kingravi:
Deterministic Initialization of the K-Means Algorithm Using Hierarchical Clustering. CoRR abs/1304.7465 (2013) - [i16]M. Emre Celebi, Quan Wen, Sae Hwang, Hitoshi Iyatomi, Gerald Schaefer:
Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods. CoRR abs/1312.7345 (2013) - 2012
- [j22]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) - [j21]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): 1422-1425 (2012) - [c36]M. Emre Celebi, Quan Wen, Gerald Schaefer, Huiyu Zhou:
Batch Neural Gas with Deterministic Initialization for Color Quantization. ICCVG 2012: 48-54 - [c35]David Edmundson, Gerald Schaefer, M. Emre Celebi:
Robust texture retrieval of compressed images. ICIP 2012: 2421-2424 - [c34]Bakhtiyar Uddin, M. Emre Celebi, Hassan A. Kingravi, Gerald Schaefer:
Accurate genomic signal recovery using compressed sensing. ICPR 2012: 3144-3147 - [c33]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: 82951H - [c32]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: 82951I - [i15]M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker:
Comments on "On Approximating Euclidean Metrics by Weighted t-Cost Distances in Arbitrary Dimension". CoRR abs/1206.2061 (2012) - [i14]M. Emre Celebi, Hassan A. Kingravi, Patricio A. Vela:
A Comparative Study of Efficient Initialization Methods for the K-Means Clustering Algorithm. CoRR abs/1209.1960 (2012) - 2011
- [j20]Qaisar Abbas, M. Emre Celebi, Irene Fondón García:
Hair removal methods: A comparative study for dermoscopy images. Biomed. Signal Process. Control. 6(4): 395-404 (2011) - [j19]M. Emre Celebi, William V. Stoecker, Randy H. Moss:
Advances in skin cancer image analysis. Comput. Medical Imaging Graph. 35(2): 83-84 (2011) - [j18]Hitoshi Iyatomi, M. Emre Celebi, Gerald Schaefer, Masaru Tanaka:
Automated color calibration method for dermoscopy images. Comput. Medical Imaging Graph. 35(2): 89-98 (2011) - [j17]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): 99-104 (2011) - [j16]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): 105-115 (2011) - [j15]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:
Modified watershed technique and post-processing for segmentation of skin lesions in dermoscopy images. Comput. Medical Imaging Graph. 35(2): 116-120 (2011) - [j14]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): 121-127 (2011) - [j13]Quan Wen, M. Emre Celebi:
Hard versus fuzzy c-means clustering for color quantization. EURASIP J. Adv. Signal Process. 2011: 118 (2011) - [j12]Gerald Schaefer, Huiyu Zhou, M. Emre Celebi, Aboul Ella Hassanien:
Rough colour quantisation. Int. J. Hybrid Intell. Syst. 8(1): 25-30 (2011) - [j11]M. Emre Celebi:
Improving the performance of k-means for color quantization. Image Vis. Comput. 29(4): 260-271 (2011) - [j10]M. Emre Celebi, Fatih Celiker, Hassan A. Kingravi:
On Euclidean norm approximations. Pattern Recognit. 44(2): 278-283 (2011) - [c31]M. Emre Celebi, Quan Wen, Juan Chen:
Color quantization using c-means clustering algorithms. ICIP 2011: 1729-1732 - [i13]M. Emre Celebi:
Improving the Performance of K-Means for Color Quantization. CoRR abs/1101.0395 (2011) - 2010
- [c30]Sae Hwang, M. Emre Celebi:
Polyp detection in Wireless Capsule Endoscopy videos based on image segmentation and geometric feature. ICASSP 2010: 678-681 - [c29]Amit Pal, Gerald Schaefer, M. Emre Celebi:
Robust codebook-based video background subtraction. ICASSP 2010: 1146-1149 - [c28]M. Emre Celebi:
Alternative distance/similarity measures for reduced ordering based nonlinear vector filters. ICASSP 2010: 1266-1269 - [c27]M. Emre Celebi, Gerald Schaefer, Huiyu Zhou:
A new family of order-statistics based switching vector filters. ICIP 2010: 97-100 - [c26]M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker:
Accelerating color space transformations using numerical approximations. ICIP 2010: 1349-1352 - [c25]M. Emre Celebi, Sae Hwang, Hitoshi Iyatomi, Gerald Schaefer:
Robust border detection in dermoscopy images using threshold fusion. ICIP 2010: 2541-2544 - [c24]Hitoshi Iyatomi, M. Emre Celebi, Gerald Schaefer, Masaru Tanaka:
Automated color normalization for dermoscopy images. ICIP 2010: 4357-4360 - [c23]M. Emre Celebi, Gerald Schaefer:
Neural Gas Clustering For Color Reduction. IPCV 2010: 429-432 - [c22]Sae Hwang, M. Emre Celebi:
Texture Segmentation of Dermoscopy Images using Gabor Filters and G-Means Clustering. IPCV 2010: 882-886 - [c21]Sae Hwang, M. Emre Celebi:
Multilevel wireless capsule endoscopy video segmentation. Image Processing 2010: 76234D - [c20]Huiyu Zhou, Gerald Schaefer, Yuan Yuan, M. Emre Celebi:
Can Mean Shift Trackers Perform Better? SITIS 2010: 98-101 - [i12]M. Emre Celebi, Fatih Celiker, Hassan A. Kingravi:
On Euclidean Norm Approximations. CoRR abs/1008.4870 (2010) - [i11]M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker:
Fast Color Space Transformations Using Minimax Approximations. CoRR abs/1009.0854 (2010) - [i10]M. Emre Celebi:
Distance Measures for Reduced Ordering Based Vector Filters. CoRR abs/1009.0957 (2010) - [i9]M. Emre Celebi:
Real-Time Implementation of Order-Statistics Based Directional Filters. CoRR abs/1009.0958 (2010) - [i8]M. Emre Celebi, Hassan A. Kingravi, Rastislav Lukac, Fatih Celiker:
Cost-Effective Implementation of Order-Statistics Based Vector Filters Using Minimax Approximations. CoRR abs/1009.0959 (2010) - [i7]M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, Y. Alp Aslandogan:
A Fast Switching Filter for Impulsive Noise Removal from Color Images. CoRR abs/1009.0961 (2010) - [i6]M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan:
Nonlinear Vector Filtering for Impulsive Noise Removal from Color Images. CoRR abs/1009.0962 (2010) - [i5]M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, H. Peter Soyer:
Automatic Detection of Blue-White Veil and Related Structures in Dermoscopy Images. CoRR abs/1009.1013 (2010) - [i4]M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi, William V. Stoecker, Joseph M. Malters, James M. Grichnik:
An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images. CoRR abs/1009.1020 (2010) - [i3]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker:
Approximate Lesion Localization in Dermoscopy Images. CoRR abs/1009.1362 (2010) - [i2]M. Emre Celebi:
Fast Color Quantization Using Weighted Sort-Means Clustering. CoRR abs/1011.0093 (2010) - [i1]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker:
Lesion Border Detection in Dermoscopy Images. CoRR abs/1011.0640 (2010)
2000 – 2009
- 2009
- [j9]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker:
Lesion border detection in dermoscopy images. Comput. Medical Imaging Graph. 33(2): 148-153 (2009) - [j8]M. Emre Celebi:
Real-time implementation of order-statistics-based directional filters. IET Image Process. 3(1): 1-9 (2009) - [j7]M. Emre Celebi:
Distance measures for reduced ordering-based vector filters. IET Image Process. 3(5): 249-260 (2009) - [j6]Huiyu Zhou, Gerald Schaefer, Abdul Hamid Sadka, M. Emre Celebi:
Anisotropic Mean Shift Based Fuzzy C-Means Segmentation of Dermoscopy Images. IEEE J. Sel. Top. Signal Process. 3(1): 26-34 (2009) - [c19]M. Emre Celebi:
Effective initialization of k-means for color quantization. ICIP 2009: 1649-1652 - [c18]M. Emre Celebi:
Fast implementation of vector directional filters. ICIP 2009: 1665-1668 - [c17]Huiyu Zhou, Gerald Schaefer, M. Emre Celebi, Minrui Fei:
Bayesian image segmentation with mean shift. ICIP 2009: 2405-2408 - [c16]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer:
Contrast enhancement in dermoscopy images by maximizing a histogram bimodality measure. ICIP 2009: 2601-2604 - [c15]Gerald Schaefer, Maher I. Rajab, M. Emre Celebi, Hitoshi Iyatomi:
Skin lesion extraction in dermoscopic images based on colour enhancement and iterative segmentation. ICIP 2009: 3361-3364 - [c14]M. Emre Celebi:
An Effective Color Quantization Method Based on the Competitive Learning Paradigm. IPCV 2009: 876-880 - [c13]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker:
Localization of Lesions in Dermoscopy Images Using Ensembles of Thresholding Methods. PSIVT 2009: 1094-1103 - 2008
- [j5]Hitoshi Iyatomi, Hiroshi Oka, M. Emre Celebi, Masahiro Hashimoto, Masafumi Hagiwara, Masaru Tanaka, Koichi Ogawa:
An improved Internet-based melanoma screening system with dermatologist-like tumor area extraction algorithm. Comput. Medical Imaging Graph. 32(7): 566-579 (2008) - [j4]M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, H. Peter Soyer:
Automatic detection of blue-white veil and related structures in dermoscopy images. Comput. Medical Imaging Graph. 32(8): 670-677 (2008) - [j3]M. Emre Celebi, Yuksel Alp Aslandogan:
Robust switching vector median filter for impulsive noise removal. J. Electronic Imaging 17(4): 043006 (2008) - [c12]Huiyu Zhou, Gerald Schaefer, Abdul Hamid Sadka, M. Emre Celebi:
Anisotropic mean shift based fuzzy c-means segmentation of skin lesions. CSTST 2008: 438-443 - 2007
- [j2]M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, Hitoshi Iyatomi, Y. Alp Aslandogan, William V. Stoecker, Randy H. Moss:
A methodological approach to the classification of dermoscopy images. Comput. Medical Imaging Graph. 31(6): 362-373 (2007) - [j1]M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan:
Nonlinear vector filtering for impulsive noise removal from color images. J. Electronic Imaging 16(3): 033008 (2007) - [c11]Hassan A. Kingravi, M. Emre Celebi, Pragya P. Rajauria:
Unsupervised Learning of Manifolds via Linear Approximations. DEXA Workshops 2007: 54-58 - [c10]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:
Fast and accurate border detection in dermoscopy images using statistical region merging. Image Processing 2007: 65123V - 2006
- [c9]M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan, William V. Stoecker:
Detection of blue-white veil areas in dermoscopy images using machine learning techniques. Image Processing 2006: 61445T - 2005
- [c8]M. Emre Celebi, Y. Alp Aslandogan:
Human Perception-Driven, Similarity-Based Access to Image Databases. FLAIRS 2005: 245-250 - [c7]M. Emre Celebi, Wenzhao Guo, Y. Alp Aslandogan, Paul R. Bergstresser:
Skin Lesion Segmentation Using Clustering Techniques. FLAIRS 2005: 364-369 - [c6]Na Wei, M. Emre Celebi, Guohua Geng:
Content Based Retrieval and Classification of Cultural Relic Images. ISNN (2) 2005: 292-297 - [c5]M. Emre Celebi, Y. Alp Aslandogan, Paul R. Bergstresser:
Unsupervised Border Detection of Skin Lesion Images. ITCC (2) 2005: 123-128 - [c4]M. Emre Celebi, Y. Alp Aslandogan, Paul R. Bergstresser:
Mining Biomedical Images with Density-Based Clustering. ITCC (1) 2005: 163-168 - [c3]M. Emre Celebi, Y. Alp Aslandogan:
A Comparative Study of Three Moment-Based Shape Descriptors. ITCC (1) 2005: 788-793 - 2004
- [c2]Ibrahim Noorzaie, Y. Alp Aslandogan, M. Emre Celebi:
A System for Distributed Image Acquisition, Content-Analysis and Similarity Retrieval. IRI 2004: 168-173 - [c1]M. Emre Celebi, Y. Alp Aslandogan:
Content-Based Image Retrieval Incorporating Models of Human Perception. ITCC (2) 2004: 241-245
Coauthor Index
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