| 2020 | SMC | Colour Quantisation using Human Mental Search and Local Refinement. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, M. Emre Celebi, Hui Fang, Xiyao Liu |
| 2019 | CVPR | Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions. | Catarina Barata, Jorge S. Marques, M. Emre Celebi |
| 2018 | SMC | Color Quantization Using Coreset Sampling. | German Valenzuela, M. Emre Celebi, Gerald Schaefer |
| 2017 | IBPRIA | Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding. | Catarina Barata, Mrio A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques |
| 2015 | IBPRIA | Color Detection in Dermoscopy Images Based on Scarce Annotations. | Catarina Barata, M. Emre Celebi, Jorge S. Marques |
| 2015 | ISVC | Building of Readable Decision Trees for Automated Melanoma Discrimination. | Keiichi Ohki, M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi |
| 2014 | FlAIRS | Histogram-Based Method for Effective Initialization of the K-Means Clustering Algorithm. | Caroline Gingles, M. Emre Celebi |
| 2014 | ICASSP | Color identification in dermoscopy images using Gaussian mixture models. | Catarina Barata, Mrio A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques |
| 2014 | ICIP | Improving dermoscopy image analysis using color constancy. | Catarina Barata, Jorge S. Marques, M. Emre Celebi |
| 2013 | FlAIRS | An Accelerated Nearest Neighbor Search Method for the K-Means Clustering Algorithm. | Adam Fausett, M. Emre Celebi |
| 2013 | FlAIRS | A Simulated Annealing Clustering Algorithm Based On Center Perturbation Using Gaussian Mutation. | Stephen Merendino, M. Emre Celebi |
| 2013 | ISM | Similarity-Based Browsing of Image Search Results. | David Edmundson, Gerald Schaefer, M. Emre Celebi |
| 2012 | ICCVG | Batch Neural Gas with Deterministic Initialization for Color Quantization. | M. Emre Celebi, Quan Wen, Gerald Schaefer, Huiyu Zhou |
| 2012 | ICIP | Robust texture retrieval of compressed images. | David Edmundson, Gerald Schaefer, M. Emre Celebi |
| 2012 | ICPR | Accurate genomic signal recovery using compressed sensing. | Bakhtiyar Uddin, M. Emre Celebi, Hassan A. Kingravi, Gerald Schaefer |
| 2012 | IPAS | A simple and efficient algorithm for connected component labeling in color images. | M. Emre Celebi |
| 2012 | IPAS | An adaptive and deterministic method for initializing the Lloyd-Max algorithm. | Jared Vicory, M. Emre Celebi |
| 2011 | ICIP | Color quantization using c-means clustering algorithms. | M. Emre Celebi, Quan Wen, Juan Chen |
| 2010 | ICASSP | Alternative distance/similarity measures for reduced ordering based nonlinear vector filters. | M. Emre Celebi |
| 2010 | ICASSP | Polyp detection in Wireless Capsule Endoscopy videos based on image segmentation and geometric feature. | Sae Hwang, M. Emre Celebi |
| 2010 | ICASSP | Robust codebook-based video background subtraction. | Amit Pal, Gerald Schaefer, M. Emre Celebi |
| 2010 | ICIP | Robust border detection in dermoscopy images using threshold fusion. | M. Emre Celebi, Sae Hwang, Hitoshi Iyatomi, Gerald Schaefer |
| 2010 | ICIP | Accelerating color space transformations using numerical approximations. | M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker |
| 2010 | ICIP | A new family of order-statistics based switching vector filters. | M. Emre Celebi, Gerald Schaefer, Huiyu Zhou |
| 2010 | ICIP | Automated color normalization for dermoscopy images. | Hitoshi Iyatomi, M. Emre Celebi, Gerald Schaefer, Masaru Tanaka |
| 2009 | ICIP | Effective initialization of k-means for color quantization. | M. Emre Celebi |
| 2009 | ICIP | Fast implementation of vector directional filters. | M. Emre Celebi |
| 2009 | ICIP | Contrast enhancement in dermoscopy images by maximizing a histogram bimodality measure. | M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer |
| 2009 | ICIP | Skin lesion extraction in dermoscopic images based on colour enhancement and iterative segmentation. | Gerald Schaefer, Maher I. Rajab, M. Emre Celebi, Hitoshi Iyatomi |
| 2009 | ICIP | Bayesian image segmentation with mean shift. | Huiyu Zhou, Gerald Schaefer, M. Emre Celebi, Minrui Fei |
| 2009 | PSIVT | Localization of Lesions in Dermoscopy Images Using Ensembles of Thresholding Methods. | M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker |
| 2005 | FlAIRS | Human Perception-Driven, Similarity-Based Access to Image Databases. | M. Emre Celebi, Y. Alp Aslandogan |
| 2005 | FlAIRS | Skin Lesion Segmentation Using Clustering Techniques. | M. Emre Celebi, Wenzhao Guo, Y. Alp Aslandogan, Paul R. Bergstresser |
| 2005 | ISNN | Content Based Retrieval and Classification of Cultural Relic Images. | Na Wei, M. Emre Celebi, Guohua Geng |
| 2004 | IRI | A System for Distributed Image Acquisition, Content-Analysis and Similarity Retrieval. | Ibrahim Noorzaie, Y. Alp Aslandogan, M. Emre Celebi |