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Publications Journals 21. M. Emre Celebi, Hassan Kingravi, and Fatih Celiker “Fast Color Space Transformations Using Minimax Approximations” to appear in IET Image Processing 20. M. Emre Celebi “Distance Measures for Reduced Ordering Based Vector Filters” IET Image Processing, 3(5): 249-260. 19. M. Emre Celebi (2009) “Real-Time Implementation of Order-Statistics Based Directional Filters” IET Image Processing, 3(1): 1-9. 18. Jin Xu, Kapil Gupta, William V. Stoecker, Yamini Krishnamurthy, Harold S. Rabinovitz, Austin Bangert, David Calcara, Margaret Oliviero, Joseph M. Malters, Rhett Drugge, R. Joe Stanley, Randy H. Moss, and M. Emre Celebi “Analysis of Globule Types in Malignant Melanoma” to appear in Archives of Dermatology 17. M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi, William V. Stoecker, Joseph M. Malters, and James M. Grichnik “An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images” Skin Research and Technology, 15(4): 444-450. 16. William V. Stoecker, Kapil Gupta, Bijaya Shrestha, Mark Wronkiewiecz, Raeed Chowdhury, R. Joe Stanley, Jin Xu, Randy H. Moss, M. Emre Celebi, Harold S. Rabinovitz, Margaret Oliviero, Joseph M. Malters, and Isabel Kolm (2009) “Detection of Basal Cell Carcinoma Using Color and Histogram Measures of Semitranslucent Areas” Skin Research and Technology, 15(3): 283-287. 15. Bijaya Shrestha, Joseph Bishop, Keong Kam, Xiaohe Chen, Randy H. Moss, William V. Stoecker, Scott Umbaugh, R. Joe Stanley, M. Emre Celebi, Ashfaq A. Marghoob, Giuseppe Argenziano, and H. Peter Soyer “Detection of Atypical Texture Features in Early Malignant Melanoma” to appear in Skin Research and Technology 14. M. Emre Celebi, Hassan Kingravi, Rastislav Lukac, and Fatih 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. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, and William V. Stoecker “Approximate Lesion Localization in Dermoscopy Images” Skin Research and Technology, 15(3): 314-322. 12. M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, and William 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 2007] 11. Huiyu Zhou, Gerald Schaefer, Abdul Sadka, and M. Emre 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. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, and H. Peter 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. Emre Celebi and Y. Alp Aslandogan (2008) “Robust Switching Vector Median Filter for Impulsive Noise Removal” Journal of Electronic Imaging, 17(4): 043006. 8. Hitoshi Iyatomi, Hiroshi Oka, M. Emre Celebi, Masahiro Hashimoto, Masafumi Hagiwara, Masaru Tanaka, and Koichi 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. Krishna Agarwal, Achla Agarwal, and M. Emre Celebi (2008) “Python Puts a Squeeze on Java for CS0 and Beyond” The Journal of Computing Sciences in Colleges, 23(6): 49-57. 6. Hitoshi Iyatomi, Hiroshi Oka, M. Emre Celebi, Koichi Ogawa, Giuseppe Argenziano, H. Peter Soyer, Hiroshi Koga, Toshiaki Saida, Kuniaki Ohara, and Masaru Tanaka (2008) “Computer-Based Classification of Dermoscopy Images of Melanocytic Lesions on Acral Volar Skin” Journal of Investigative Dermatology, 128: 2049-2054. 5. M. Emre Celebi, Hassan A. Kingravi, Hitoshi Iyatomi, Y. Alp Aslandogan, William V. Stoecker, Randy H. Moss, Joseph M. Malters, James M. Grichnik, Ashfaq A. Marghoob, Harold S. Rabinovitz, and Scott W. Menzies (2008) “Border Detection in Dermoscopy Images Using Statistical Region Merging” Skin Research and Technology, 14(3): 347-353. [Software] 4. M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, Y. Alp Aslandogan, William V. Stoecker, and Randy 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. Emre Celebi, Hassan A. Kingravi, and Y. Alp Aslandogan (2007) “Nonlinear Vector Filtering for Impulsive Noise Removal from Color Images” Journal of Electronic Imaging, 16(3): 033008. [Software] 2. M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, and Y. Alp 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. Emre Celebi, Y. Alp Aslandogan, William V. Stoecker, Hitoshi Iyatomi, Hiroshi Oka, and Xiaohe Chen (2007) “Unsupervised Border Detection in Dermoscopy Images” Skin Research and Technology, 13(4): 454-462. Conference Proceedings 27. R. Garnavi, M. Aldeen, M. Emre 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. Emre Celebi,
and H. Iyatomi (2009) “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. Emre Celebi,
G. Schaefer, and K. Ogawa (2009) “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. Emre Celebi (2009) “Effective Initialization of K-Means for Color Quantization” to appear in Proc. of the IEEE International Conference on Image Processing (ICIP 2009), Cairo, Egypt, November 2009. 23. M. Emre Celebi, Hitoshi Iyatomi, and Gerald Schaefer (2009) “Contrast Enhancement in Dermoscopy Images by Maximizing a Histogram Bimodality Measure” to appear in Proc. of the IEEE International Conference on Image Processing (ICIP 2009), Cairo, Egypt, November 2009. 22. M. Emre Celebi (2009) “Fast Implementation of Vector Directional Filters” to appear in Proc. of the IEEE International Conference on Image Processing (ICIP 2009), Cairo, Egypt, November 2009. 21. H. Zhou, G. Schaefer, M. E. Celebi, and M. Fei (2009) “Bayesian Image Segmentation with Mean Shift” to appear in Proc. of the IEEE International Conference on Image Processing (ICIP 2009), Cairo, Egypt, November 2009. 20. G. Schaefer, M. Rajab, M. E. Celebi, and H. Iyatomi (2009) “Skin Lesion Extraction in Dermoscopic Images Based on Colour Enhancement and Iterative Segmentation” to appear in Proc. IEEE International Conference on Image Processing (ICIP 2009), Cairo, Egypt, November 2009. 19. M. Emre Celebi (2009) “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. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, and William V. Stoecker (2009) “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. Huiyu Zhou, Gerald Schaefer, Abdul Sadka, and M. Emre Celebi (2008) “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. Emre Celebi, Gerald Schaefer, and Hitoshi Iyatomi “Objective Evaluation of Methods for Border Detection in Dermoscopy Images” Proc. of the 30th IEEE EMBS Annual International Conference, Vancouver, Canada, August 2008, pp. 3056-3059. 15. Hitoshi Iyatomi, M. Emre Celebi, Hiroshi Oka, and Masaru Tanaka “An Internet-Based Melanoma Screening System with Acral Volar Lesion Support” Proc. of the 30th IEEE EMBS Annual International Conference, Vancouver, Canada, August 2008, pp. 5156-5159. 14. JeongKyu Lee and M. Emre 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. Hassan A. Kingravi, M. Emre Celebi, and Pragya 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. Subodh K. Shah, Pragya P. Rajauria, JeongKyu Lee, and M. Emre 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. Hitoshi Iyatomi, Hiroshi Oka, M. Emre Celebi, Masaru Tanaka, and Koichi 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. Emre Celebi, Hassan A. Kingravi, William V. Stoecker, Randy H. Moss, and Y. Alp 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. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan, and William 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. Na Wei, M. Emre Celebi, and Guo-Hua 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. Emre Celebi and Y. Alp 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. Emre Celebi, Wenzhao Guo, Y. Alp Aslandogan, and Paul 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. Emre Celebi, Y. Alp Aslandogan, and Paul 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. Emre Celebi and Y. Alp 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. Emre Celebi, Y. Alp Aslandogan, Paul 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. Ibrahim Noorzaie, Y. Alp Aslandogan, and M. Emre 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. Emre Celebi and Y. Alp 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. Emre Celebi, Y. Alp Aslandogan, William V. Stoecker “Automatic Border Detection in Dermoscopy Images” Proc. of the Sixth World Congress on Melanoma, Vancouver, BC, Canada, September 2005 Last
updated: 10/16/2009 |