Image quality metrics: PSNR vs. SSIM A Hore, D Ziou 2010 20th international conference on pattern recognition, 2366-2369, 2010 | 5075 | 2010 |
Edge detection techniques-an overview D Ziou, S Tabbone Распознавание образов и анализ изображен/Pattern Recognition and Image …, 1998 | 1431 | 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 | 1189 | 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 | 487 | 2004 |
Advances in knowledge discovery and data mining JPVS Tseng, LCH Motoda, G Xu Lecture Notes in Artificial Intelligence), vol. LNAI 8444, 2002 | 254* | 2002 |
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 | 237 | 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 | 198 | 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 | 168 | 2008 |
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 | 155 | 2012 |
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 | 155 | 2006 |
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 | 153 | 2008 |
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 | 137 | 2006 |
Segmentation of SAR images A El Zaart, D Ziou, S Wang, Q Jiang Pattern Recognition 35 (3), 713-724, 2002 | 137 | 2002 |
Depth from defocus estimation in spatial domain D Ziou, F Deschenes Computer vision and image understanding 81 (2), 143-165, 2001 | 124 | 2001 |
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 | 120 | 2006 |
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 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 | 110 | 2009 |
Content-based image retrieval method D Ziou, M Kherfi, A Bernardi US Patent App. 10/523,798, 2006 | 100 | 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 | 98 | 2003 |
A robust video foreground segmentation by using generalized gaussian mixture modeling MS Allili, N Bouguila, D Ziou Fourth Canadian conference on computer and robot vision (CRV'07), 503-509, 2007 | 97 | 2007 |