| 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 | 150 | 2008 |
| Automatic fabric defect detection using learning-based local textural distributions in the contourlet domain D Yapi, MS Allili, N Baaziz IEEE Transactions on Automation Science and Engineering 15 (3), 1014-1026, 2018 | 122 | 2018 |
| 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 | 93 | 2007 |
| Wavelet modeling using finite mixtures of generalized Gaussian distributions: application to texture discrimination and retrieval MS Allili IEEE Transactions on Image Processing 21 (4), 1452-1464, 2012 | 91 | 2012 |
| Image and video segmentation by combining unsupervised generalized Gaussian mixture modeling and feature selection MS Allili, D Ziou, N Bouguila, S Boutemedjet IEEE Transactions on Circuits and Systems for Video Technology 20 (10), 1373 …, 2010 | 78 | 2010 |
| Texture modeling using contourlets and finite mixtures of generalized Gaussian distributions and applications MS Allili, N Baaziz, M Mejri IEEE Transactions on Multimedia 16 (3), 772-784, 2014 | 67 | 2014 |
| A semantic-based classification approach for an enhanced spam detection N Saidani, K Adi, MS Allili Computers & Security 94, 101716, 2020 | 62 | 2020 |
| Globally adaptive region information for automatic color–texture image segmentation MS Allili, D Ziou Pattern Recognition Letters 28 (15), 1946-1956, 2007 | 59 | 2007 |
| Object tracking in videos using adaptive mixture models and active contours MS Allili, D Ziou Neurocomputing 71 (10-12), 2001-2011, 2008 | 54 | 2008 |
| A learning-based approach for automatic defect detection in textile images D Yapi, M Mejri, MS Allili, N Baaziz IFAC-PapersOnLine 48 (3), 2423-2428, 2015 | 51 | 2015 |
| Active contours for video object tracking using region, boundary and shape information MS Allili, D Ziou Signal, Image and Video Processing 1, 101-117, 2007 | 42 | 2007 |
| Foreground segmentation in videos combining general Gaussian mixture modeling and spatial information A Boulmerka, MS Allili IEEE Transactions on Circuits and Systems for Video Technology 28 (6), 1330-1345, 2018 | 30 | 2018 |
| A generalized multiclass histogram thresholding approach based on mixture modelling A Boulmerka, MS Allili, S Ait-Aoudia Pattern Recognition 47 (3), 1330-1348, 2014 | 27 | 2014 |
| Object of interest segmentation and tracking by using feature selection and active contours MS Allili, D Ziou 2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007 | 27 | 2007 |
| Feature weighting for multinomial kernel logistic regression and application to action recognition O Ouyed, MS Allili Neurocomputing 275, 1752-1768, 2018 | 24 | 2018 |
| Efficient embedding network for 3D brain tumor segmentation H Messaoudi, A Belaid, ML Allaoui, A Zetout, MS Allili, S Tliba, ... Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021 | 21 | 2021 |
| Multi-scale salient object detection using graph ranking and global–local saliency refinement I Filali, MS Allili, N Benblidia Signal Processing: Image Communication 47, 380-401, 2016 | 21 | 2016 |
| Group-of-Features Relevance in Multinomial Kernel Logistic Regression and Application to Human Interaction Recognition O Ouyed, MS Allili Expert Systems with Applications, 113247, 2020 | 19 | 2020 |
| An approach for dynamic combination of region and boundary information in segmentation MS Allili, D Ziou 2008 19th International Conference on Pattern Recognition, 1-4, 2008 | 18 | 2008 |
| Event recognition in photo albums using probabilistic graphical models and feature relevance S Bacha, MS Allili, N Benblidia Journal of Visual Communication and Image Representation 40, 546-558, 2016 | 17 | 2016 |
Djemel ZiouDept. Informatique, université de Sherbrooke. Membre du réseau de recherche REPARTIVerified email at usherbrooke.ca
