| Image quality metrics: PSNR vs. SSIM A Hore, D Ziou 2010 20th international conference on pattern recognition, 2366-2369, 2010 | 3742 | 2010 |
| Edge detection techniques-an overview D Ziou, S Tabbone Pattern Recognition and Image Analysis C/C of Raspoznavaniye Obrazov I …, 1998 | 1328 | 1998 |
| A comparative analysis of image fusion methods Z Wang, D Ziou, C Armenakis, D Li, Q Li IEEE transactions on geoscience and remote sensing 43 (6), 1391-1402, 2005 | 1147 | 2005 |
| Image retrieval from the world wide web: Issues, techniques, and systems ML Kherfi, D Ziou, A Bernardi ACM Computing Surveys (Csur) 36 (1), 35-67, 2004 | 477 | 2004 |
| Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application N Bouguila, D Ziou, J Vaillancourt IEEE Transactions on Image Processing 13 (11), 1533-1543, 2004 | 228 | 2004 |
| High-dimensional unsupervised selection and estimation of a finite generalized Dirichlet mixture model based on minimum message length N Bouguila, D Ziou IEEE transactions on pattern analysis and machine intelligence 29 (10), 1716 …, 2007 | 184 | 2007 |
| A hybrid feature extraction selection approach for high-dimensional non-Gaussian data clustering S Boutemedjet, N Bouguila, D Ziou IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (8), 1429-1443, 2008 | 165 | 2008 |
| Finite general Gaussian mixture modeling and application to image and video foreground segmentation MS Allili, N Bouguila, D Ziou Journal of Electronic Imaging 17 (1), 013005-013005-13, 2008 | 151 | 2008 |
| Unsupervised selection of a finite Dirichlet mixture model: an MML-based approach N Bouguila, D Ziou IEEE Transactions on Knowledge and Data Engineering 18 (8), 993-1009, 2006 | 148 | 2006 |
| Variational learning for finite Dirichlet mixture models and applications W Fan, N Bouguila, D Ziou IEEE transactions on neural networks and learning systems 23 (5), 762-774, 2012 | 140 | 2012 |
| Segmentation of SAR images A El Zaart, D Ziou, S Wang, Q Jiang Pattern Recognition 35 (3), 713-724, 2002 | 131 | 2002 |
| Practical Bayesian estimation of a finite beta mixture through Gibbs sampling and its applications N Bouguila, D Ziou, E Monga Statistics and Computing 16, 215-225, 2006 | 130 | 2006 |
| Depth from defocus estimation in spatial domain D Ziou, F Deschenes Computer vision and image understanding 81 (2), 143-165, 2001 | 127 | 2001 |
| Relevance feedback for CBIR: a new approach based on probabilistic feature weighting with positive and negative examples ML Kherfi, D Ziou IEEE transactions on image processing 15 (4), 1017-1030, 2006 | 116 | 2006 |
| A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture N Bouguila, D Ziou IEEE Transactions on Image Processing 15 (9), 2657-2668, 2006 | 114 | 2006 |
| A Dirichlet process mixture of generalized Dirichlet distributions for proportional data modeling N Bouguila, D Ziou IEEE Transactions on Neural Networks 21 (1), 107-122, 2009 | 102 | 2009 |
| Content-based image retrieval method D Ziou, M Kherfi, A Bernardi US Patent App. 10/523,798, 2006 | 97 | 2006 |
| Road vectors update using SAR imagery: a snake-based method L Bentabet, S Jodouin, D Ziou, J Vaillancourt IEEE Transactions on Geoscience and Remote Sensing 41 (8), 1785-1803, 2003 | 95 | 2003 |
| Advances in knowledge discovery and data mining JPVS Tseng, LCH Motoda, G Xu Lecture Notes in Artificial Intelligence), vol. LNAI 8444, 2002 | 95* | 2002 |
| Contextual and non-contextual performance evaluation of edge detectors TB Nguyen, D Ziou Pattern Recognition Letters 21 (9), 805-816, 2000 | 95 | 2000 |
