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M. Emre
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Publications
Journals 24. M. E. Celebi, F. Celiker, and H. Kingravi, “On Euclidean Norm Approximations” to appear in Pattern Recognition. 23. H. Wang, X. Chen, R. H. Moss, R. J. Stanley, W. V. Stoecker, M. E. Celebi, T. M. Szalapski, J. M. Malters, J. M. Grichnik, A. A. Marghoob, H. S. Rabinovitz, and S. W. Menzies (2010) “Segmentation of Skin Lesions in Dermoscopy Images Using a Watershed Technique” to appear in Skin Research and Technology. 22. R. Garnavi, M. Aldeen, and M. E. Celebi (2010) “Weighted Performance Index for Objective Evaluation of Border Detection Methods in Dermoscopy Images” to appear in Skin Research and Technology. 21. M. E. Celebi, H. Kingravi, and F. Celiker (2010) “Fast Color Space Transformations Using Minimax Approximations” IET Image Processing, 4(2): 70-80. 20. M. E. Celebi (2009) “Distance Measures for Reduced Ordering Based Vector Filters” IET Image Processing, 3(5): 249-260. 19. M. E. Celebi (2009) “Real-Time Implementation of Order-Statistics Based Directional Filters” IET Image Processing, 3(1): 1-9. 18. J. Xu, K. Gupta, W. V. Stoecker, Y. Krishnamurthy, H. S. Rabinovitz, A. Bangert, D. Calcara, M. Oliviero, J. M. Malters, R. Drugge, R. J. Stanley, R. H. Moss, and M. E. Celebi (2009) “Analysis of Globule Types in Malignant Melanoma” Archives of Dermatology, 145(11): 1245-1251. 17. M. E. Celebi, G. Schaefer, H. Iyatomi, W. V. Stoecker, J. M. Malters, and J. M. Grichnik (2009) “An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images” Skin Research and Technology, 15(4): 444-450. 16. W. V. Stoecker, K. Gupta, B. Shrestha, M. Wronkiewiecz, R. Chowdhury, R. J. Stanley, J. Xu, R. H. Moss, M. E. Celebi, H. S. Rabinovitz, M. Oliviero, J. M. Malters, and I. Kolm (2009) “Detection of Basal Cell Carcinoma Using Color and Histogram Measures of Semitranslucent Areas” Skin Research and Technology, 15(3): 283-287. 15. B. Shrestha, J. Bishop, K. Kam, Xiaohe Chen, R. H. Moss, W. V. Stoecker, S. Umbaugh, R. J. Stanley, M. E. Celebi, A. A. Marghoob, G. Argenziano, and H. P. Soyer (2010) “Detection of Atypical Texture Features in Early Malignant Melanoma” Skin Research and Technology, 16(1): 60-65. 14. M. E. Celebi, H. Kingravi, R. Lukac, and F. Celiker (2009) “Cost-Effective Implementation of Order-Statistics Based Vector Filters Using Minimax Approximations” Journal of the Optical Society of America A, 26(6): 1518-1524. 13. M. E. Celebi, H. Iyatomi, G. Schaefer, and W. V. Stoecker (2009) “Approximate Lesion Localization in Dermoscopy Images” Skin Research and Technology, 15(3): 314-322. 12. M. E. Celebi, H. Iyatomi, G. Schaefer, and W. V. Stoecker (2009) “Lesion Border Detection in Dermoscopy Images” Computerized Medical Imaging and Graphics, 33(2): 148-153. [#5 in the Top 25 Hottest Articles published in CMIG January - March 2009] 11. H. Zhou, G. Schaefer, A. Sadka, and M. E. Celebi (2009) “Anisotropic Mean Shift Based Fuzzy C-Means Segmentation of Dermoscopy Images” IEEE Journal of Selected Topics in Signal Processing, 3(1): 26-34. 10. M. E. Celebi, H. Iyatomi, W. V. Stoecker, R. H. Moss, H. S. Rabinovitz, G. Argenziano, and H. P. Soyer (2008) “Automatic Detection of Blue-White Veil and Related Structures in Dermoscopy Images” Computerized Medical Imaging and Graphics, 32(8): 670-677. 9. M. E. Celebi and Y. A. Aslandogan (2008) “Robust Switching Vector Median Filter for Impulsive Noise Removal” Journal of Electronic Imaging, 17(4): 043006. 8. H. Iyatomi, H. Oka, M. E. Celebi, M. Hashimoto, M. Hagiwara, M. Tanaka, and K. Ogawa (2008) “An Improved Internet-based Melanoma Screening System with Dermatologist-like Tumor Area Extraction Algorithm” Computerized Medical Imaging and Graphics, 32(7): 566-579. 7. K. Agarwal, A. Agarwal, and M. E. Celebi (2008) “Python Puts a Squeeze on Java for CS0 and Beyond” The Journal of Computing Sciences in Colleges, 23(6): 49-57. 6. H. Iyatomi, H. Oka, M. E. Celebi, K. Ogawa, G. Argenziano, H. P. Soyer, H. Koga, T. Saida, K. Ohara, and M. Tanaka (2008) “Computer-Based Classification of Dermoscopy Images of Melanocytic Lesions on Acral Volar Skin” Journal of Investigative Dermatology, 128: 2049-2054. 5. M. E. Celebi, H. A. Kingravi, H. Iyatomi, Y. A. Aslandogan, W. V. Stoecker, R. H. Moss, J. M. Malters, J. M. Grichnik, A. A. Marghoob, H. S. Rabinovitz, and S. W. Menzies (2008) “Border Detection in Dermoscopy Images Using Statistical Region Merging” Skin Research and Technology, 14(3): 347-353. [Software] 4. M. E. Celebi, H. A. Kingravi, B. Uddin, Y. A. Aslandogan, W. V. Stoecker, and R. H. Moss (2007) “A Methodological Approach to the Classification of Dermoscopy Images” Computerized Medical Imaging and Graphics, 31(6): 362-373. [Software] [#5 in the Top 25 Hottest Articles published in CMIG July - September 2007] 3. M. E. Celebi, H. A. Kingravi, and Y. A. Aslandogan (2007) “Nonlinear Vector Filtering for Impulsive Noise Removal from Color Images” Journal of Electronic Imaging, 16(3): 033008. [Software] 2. M. E. Celebi, H. A. Kingravi, B. Uddin, and Y. A. Aslandogan (2007) “A Fast Switching Filter for Impulsive Noise Removal from Color Images” Journal of Imaging Science and Technology, 51(2): 155-165. 1. M. E. Celebi, Y. A. Aslandogan, W. V. Stoecker, H. Iyatomi, H. Oka, and X. Chen (2007) “Unsupervised Border Detection in Dermoscopy Images” Skin Research and Technology, 13(4): 454-462. Conference Proceedings 40. H. Iyatomi, K.-A. Norton, M. E. Celebi,
G. Schaefer, M. Tanaka, and K. Ogawa “Classification of
Melanocytic Skin Lesions from Non-Melanocytic Lesions” to appear
in Proc. 32rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010), Buenos Aires, Argentina, September 2010. 37. S. Hwang and M. E. Celebi “Texture Segmentation of Dermoscopy Images Using Gabor Filters and G-means Clustering” to appear in Proc. International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV 2010), Las Vegas, USA, July 2010. 36. H. Iyatomi, M. E. Celebi, G. Schaefer, and M. Tanaka “Automated Color Normalization for Dermoscopy Images” to appear in Proc. IEEE International Conference on Image Processing (ICIP 2010), Hong Kong, September 2010. 35. M. E. Celebi, S. Hwang, H. Iyatomi, and G. Schaefer “Robust Border Detection in Dermoscopy Images Using Threshold Fusion” to appear in Proc. IEEE International Conference on Image Processing (ICIP 2010), Hong Kong, September 2010. 34. M. E. Celebi, H. Kingravi, and F. Celiker “Accelerating Color Space Transformations Using Numerical Approximations” to appear in Proc. IEEE International Conference on Image Processing (ICIP 2010), Hong Kong, September 2010. 33. M. E. Celebi, G. Schaefer, and H. Zhou “A New Family of Order-Statistics Based Switching Vector Filters” to appear in Proc. IEEE International Conference on Image Processing (ICIP 2010), Hong Kong, September 2010. 32. M. E. Celebi and G. Schaefer “Neural Gas Clustering For Color Reduction” to appear in Proc. International Conference on Image Processing,Computer Vision, and Pattern Recognition (IPCV 2010), Las Vegas, USA, July 2010. 31. M. E. Celebi “Alternative Distance/Similarity Measures for Reduced Ordering Based Nonlinear Vector Filters” to appear in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), Dallas, USA, March 2010. 30. S. Hwang and M. E. Celebi “Polyp Detection in Wireless Capsule Endoscopy Videos Based on Image Segmentation and Geometric Feature” to appear in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), Dallas, USA, March 2010. 29. A. Pal, G. Schaefer, and M. E. Celebi “Robust Codebook-based Video Background Subtraction” to appear in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), Dallas, USA, March 2010. 28. S. Hwang and M. E. Celebi “Multilevel Wireless Capsule Endoscopy Video Segmentation” to appear in Proc. SPIE Medical Imaging Conference, San Diego, USA, February 2010. 27. R. Garnavi, M. Aldeen, M. E. Celebi, A. Bhuiyan, G. Varigos, and C. Dolianitis (2009) “Skin Lesion Segmentation Using Color Channel Optimization and Clustering-based Histogram Thresholding” to appear in Proc. of the International Conference on Machine Vision, Image Processing, and Pattern Analysis (MVIPPA 2009), Bangkok, Thailand, December 2009. 26. G. Schaefer, M. Rajab, M. E. Celebi,
and H. Iyatomi “Skin Lesion Segmentation Using
Cooperative
Neural Network Edge Detection and Colour
Normalisation” to appear in Proc. of the 9th
International Conference on Information Technology and Applications in
Biomedicine (ITAB 2009),
Larnaca, Cyprus, November 2009. 25. H. Iyatomi, T. Kasamatsu, J.
Hashimoto, M. E. Celebi,
G. Schaefer, and K. Ogawa “Perioperative Cardiac Risk
Prediction” to appear in Proc. of the 9th International
Conference on Information Technology and Applications in Biomedicine (ITAB 2009),
Larnaca, Cyprus, November 2009. 24. M. E. Celebi “Effective Initialization of K-Means for Color Quantization” Proc. of the IEEE International Conference on Image Processing (ICIP 2009), pp. 1649-1652, Cairo, Egypt, November 2009. 23. M. E. Celebi, H. Iyatomi, and G. Schaefer “Contrast Enhancement in Dermoscopy Images by Maximizing a Histogram Bimodality Measure” Proc. of the IEEE International Conference on Image Processing (ICIP 2009), pp. 2601-2604, Cairo, Egypt, November 2009. 22. M. E. Celebi “Fast Implementation of Vector Directional Filters” Proc. of the IEEE International Conference on Image Processing (ICIP 2009), pp. 1665-1668, Cairo, Egypt, November 2009. 21. H. Zhou, G. Schaefer, M. E. Celebi, and M. Fei “Bayesian Image Segmentation with Mean Shift” Proc. of the IEEE International Conference on Image Processing (ICIP 2009), pp. 2405-2408, Cairo, Egypt, November 2009. 20. G. Schaefer, M. Rajab, M. E. Celebi, and H. Iyatomi “Skin Lesion Extraction in Dermoscopic Images Based on Colour Enhancement and Iterative Segmentation” Proc. IEEE International Conference on Image Processing (ICIP 2009), pp. 3361-3364, Cairo, Egypt, November 2009. 19. M. E. Celebi “An Effective Color Quantization Method Based on the Competitive Learning Paradigm” Proc. of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV 2009), vol. 2, pp. 876-880, Las Vegas, USA, July 2009. 18. M. E. Celebi, H. Iyatomi, G. Schaefer, and W. V. Stoecker “Localization of Lesions in Dermoscopy Images Using Ensembles of Thresholding Methods” Proc. of the 3rd Pacific-Rim Symposium on Image and Video Technology (PSIVT 2009), Tokyo, Japan, January 2009, pp. 1094-1103. 17. H. Zhou, G. Schaefer, A. Sadka, and M. E. Celebi “Anisotropic Mean Shift Based Fuzzy C-Means Segmentation of Skin Lesions” Proc. of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology (CSTST 2008), Paris, France, October 2008, pp. 438-443. 16. M. E. Celebi, G. Schaefer, and H. Iyatomi “Objective Evaluation of Methods for Border Detection in Dermoscopy Images” Proc. of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2008), Vancouver, Canada, August 2008, pp. 3056-3059. 15. H. Iyatomi, M. E. Celebi, H. Oka, and M. Tanaka “An Internet-Based Melanoma Screening System with Acral Volar Lesion Support” Proc. of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2008), Vancouver, Canada, August 2008, pp. 5156-5159. 14. J. Lee and M. E. Celebi “STRG-QL: Spatio-Temporal Region Graph Query Language for Video Databases” Proc. of the SPIE Electronic Imaging 2008 Conference, San Jose, CA, January 2008, SPIE Volume 6820. 13. H. A. Kingravi, M. E. Celebi, and P. P. Rajauria “Unsupervised Learning of Manifolds via Linear Approximations” Proc. of the 18th International Conference on Database and Expert Systems Applications (DEXA 2007), Regensburg, Germany, September 2007, pp. 54-58. (Invited Paper) 12. S. K. Shah, P. P. Rajauria, J. Lee, and M. E. Celebi “Classification of Bleeding Images in Wireless Capsule Endoscopy Using HSI Color Space and Region Segmentation” Proc. of 2007 New England American Society for Engineering Education Conference, Kingston, RI, April 2007. 11. H. Iyatomi, H. Oka, M. E. Celebi, M. Tanaka, and K. Ogawa “Parameterization of Dermoscopic Findings for the Internet-based Melanoma Screening System” Proc. of the First IEEE Symposium on Computational Intelligence in Image and Signal Processing (CIISP 2007), Honolulu, Hawaii, April 2007, pp. 189-193. 10. M. E. Celebi, H. A. Kingravi, W. V. Stoecker, R. H. Moss, and Y. A. Aslandogan “Fast and Accurate Border Detection in Dermoscopy Images Using Statistical Region Merging” Proc. of the SPIE Medical Imaging 2007 Conference, San Diego, CA, February 2007. [Software] 9. M. E. Celebi, H. A. Kingravi, Y. A. Aslandogan, and W. V. Stoecker “Detection of Blue-White Veil Areas in Dermoscopy Images Using Machine Learning Techniques” Proc. of the SPIE Medical Imaging 2006 Conference, San Diego, CA, February 2006, 6144: 1861-1868. 8. N. Wei, M. E. Celebi, and G.-H. Geng “Content Based Retrieval and Classification of Cultural Relic Images” Proc. of the Second International Symposium on Neural Networks (ISNN 2005), Chongqing, China, May 2005, Lecture Notes in Computer Science Vol. 3497, pp. 292-297. 7. M. E. Celebi and Y. A. Aslandogan “Human Perception-Driven, Similarity-Based Access to Image Databases” Proc. of the Eighteenth International Florida Artificial Intelligence Research Society Conference, Clearwater Beach, FL, May 2005, pp. 245-250. 6. M. E. Celebi, W. Guo, Y. A. Aslandogan, and P. R. Bergstresser “Skin Lesion Segmentation Using Clustering Techniques” Proc. of the Eighteenth International Florida Artificial Intelligence Research Society Conference, Clearwater Beach, FL, May 2005, pp. 364-369. 5. M. E. Celebi, Y. A. Aslandogan, and P. R. Bergstresser “Unsupervised Border Detection of Skin Lesion Images” Proc. of the IEEE International Conference on Information Technology: Coding and Computing (ITCC 2005), Las Vegas, NV, April 2005, 2: 123-128. 4. M. E. Celebi and Y. A. Aslandogan “A Comparative Study of Three Moment-Based Shape Descriptors” Proc. of the IEEE International Conference on Information Technology: Coding and Computing (ITCC 2005), Las Vegas, NV, April 2005, 1: 788-793. [Software] 3. M. E. Celebi, Y. A. Aslandogan, P. R. Bergstresser “Mining Biomedical Images with Density-based Clustering” Proc. of the IEEE International Conference on Information Technology: Coding and Computing (ITCC 2005), Las Vegas, NV, April 2005, 1: 163-168. 2. I. Noorzaie, Y. A. Aslandogan, and M. E. Celebi “A System for Distributed Image Acquisition, Content-Analysis and Similarity Retrieval” Proc. of the IEEE International Conference on Information Reuse and Integration (IRI 2004), Las Vegas, NV, November 2004, pp. 168-173. 1. M. E. Celebi and Y. A. Aslandogan “Content Based Image Retrieval Incorporating Models of Human Perception” Proc. of the IEEE International Conference on Information Technology: Coding and Computing (ITCC 2004), Las Vegas, NV, April 2004, 2: 241-245. [Software] Abstracts 1. M. E. Celebi, Y. A. Aslandogan, W. V. Stoecker “Automatic Border Detection in Dermoscopy Images” Proc. of the Sixth World Congress on Melanoma, Vancouver, BC, Canada, September 2005 Last
updated: 08/26/2010 |