A Bayesian Approach for Weighting Boundary and Region Information for Segmentation. - Mohand Saïd Allili; Djemel Ziou (ACIVS, 2005)

An Automatic Segmentation Combining Mixture Analysis and Adaptive Region Information: A Level Set Approach. - Mohand Saïd Allili; Djemel Ziou (CRV, 2005)

An automatic segmentation of color images by using a combination of mixture modelling and adaptive region information: a level set approach. - Mohand Saïd Allili; Djemel Ziou (ICIP (1), 2005)

Object Contour Tracking in Videos by Matching Finite Mixture Models. - Mohand Saïd Allili; Djemel Ziou (AVSS, 2006)

Object contour tracking in videos by using adaptive mixture models and shape priors. - Mohand Saïd Allili; Djemel Ziou (CompIMAGE, 2006)

A Robust Video Object Tracking by Using Active Contours. - Mohand Saïd Allili; Djemel Ziou (CVPR Workshops, 2006)

Automatic Color-Texture Image Segmentation by Using Active Contours. - Mohand Saïd Allili; Djemel Ziou (IWICPAS, 2006)

Finite Generalized Gaussian Mixture Modeling and Applications to Image and Video Foreground Segmentation. - Mohand Saïd Allili; Nizar Bouguila; Djemel Ziou (CRV, 2007)

A Robust Video Foreground Segmentation by Using Generalized Gaussian Mixture Modeling. - Mohand Saïd Allili; Nizar Bouguila; Djemel Ziou (CRV, 2007)

Using Feature Selection For Object Segmentation and Tracking. - Mohand Saïd Allili; Djemel Ziou (CRV, 2007)

Adaptive Appearance Model for Object Contour Tracking in Videos. - Mohand Saïd Allili; Djemel Ziou (CRV, 2007)

Object of Interest segmentation and Tracking by Using Feature Selection and Active Contours. - Mohand Saïd Allili; Djemel Ziou (CVPR, 2007)

Automatic colour-texture image segmentation using active contours. - Mohand Saïd Allili; Djemel Ziou (Int. J. Comput. Math., 2007)

Globally adaptive region information for automatic color-texture image segmentation. - Mohand Saïd Allili; Djemel Ziou (Pattern Recognit. Lett., 2007)

Active contours for video object tracking using region, boundary and shape information. - Mohand Saïd Allili; Djemel Ziou (Signal Image Video Process., 2007)

An approach for dynamic combination of region and boundary information in segmentation. - Mohand Saïd Allili; Djemel Ziou (ICPR, 2008)

Object tracking in videos using adaptive mixture models and active contours. - Mohand Saïd Allili; Djemel Ziou (Neurocomputing, 2008)

Finite general Gaussian mixture modeling and application to image and video foreground segmentation. - Mohand Saïd Allili; Nizar Bouguila; Djemel Ziou (J. Electronic Imaging, 2008)

Object Contour Tracking Using Foreground and Background Distribution Matching. - Mohand Saïd Allili (CIARP, 2009)

Effective object tracking by matching object and background models using active contours. - Mohand Saïd Allili (ICIP, 2009)

Unsupervised Feature Selection and Learning for Image Segmentation. - Mohand Saïd Allili; Djemel Ziou; Nizar Bouguila; Sabri Boutemedjet (CRV, 2010)

Wavelet-Based Texture Retrieval Using a Mixture of Generalized Gaussian Distributions. - Mohand Saïd Allili (ICPR, 2010)

Image and Video Segmentation by Combining Unsupervised Generalized Gaussian Mixture Modeling and Feature Selection. - Mohand Saïd Allili; Djemel Ziou; Nizar Bouguila; Sabri Boutemedjet (IEEE Trans. Circuits Syst. Video Technol., 2010)

Contourlet-Based Texture Retrieval Using a Mixture of Generalized Gaussian Distributions. - Mohand Saïd Allili; Nadia Baaziz (CAIP (2), 2011)

Real-Time People Detection in Videos Using Geometrical Features and Adaptive Boosting. - Pablo Julian Pedrocca; Mohand Saïd Allili (ICIAR (1), 2011)

A digital topology-based method for the topological filtering of a reconstructed surface. - Madjid Allili; Donglei Li; Mouhand Saïd Allili (Visualization and Data Analysis, 2011)

A Learning Probabilistic Approach for Object Segmentation. - Guillaume Larivière; Mohand Saïd Allili (CRV, 2012)

Thresholding-based segmentation revisited using mixtures of generalized Gaussian distributions. - Aissa Boulmerka; Mohand Saïd Allili (ICPR, 2012)

Wavelet Modeling Using Finite Mixtures of Generalized Gaussian Distributions: Application to Texture Discrimination and Retrieval. - Mohand Saïd Allili (IEEE Trans. Image Process., 2012)

Feature Relevance for Kernel Logistic Regression and Application to Action Classification. - Ouiza Ouyed; Mohand Saïd Allili (ICPR, 2014)

A generalized multiclass histogram thresholding approach based on mixture modelling. - Aissa Boulmerka; Mohand Saïd Allili; Samy Ait-Aoudia (Pattern Recognit., 2014)

Texture Modeling Using Contourlets and Finite Mixtures of Generalized Gaussian Distributions and Applications. - Mohand Saïd Allili; Nadia Baaziz; Marouene Mejri (IEEE Trans. Multim., 2014)

Background modeling in videos revisited using finite mixtures of generalized Gaussians and spatial information. - Aissa Boulmerka; Mohand Saïd Allili (ICIP, 2015)

Likelihood-based feature relevance for figure-ground segmentation in images and videos. - Mohand Saïd Allili; Djemel Ziou (Neurocomputing, 2015)

Multi-graph Based Salient Object Detection. - Idir Filali; Mohand Saïd Allili; Nadjia Benblidia (ICIAR, 2016)

Event recognition in photo albums using probabilistic graphical model and feature relevance. - Siham Bacha; Mohand Saïd Allili; Nadjia Benblidia (ICPR, 2016)

Event recognition in photo albums using probabilistic graphical models and feature relevance. - Siham Bacha; Mohand Saïd Allili; Nadjia Benblidia (J. Vis. Commun. Image Represent., 2016)

Multi-scale salient object detection using graph ranking and global-local saliency refinement. - Idir Filali; Mohand Saïd Allili; Nadjia Benblidia (Signal Process. Image Commun., 2016)

Feature Relevance in Bayesian Network Classifiers and Application to Image Event Recognition. - Mohand Saïd Allili; Siham Bacha (FLAIRS, 2017)

Salient Object Detection in Images by Combining Objectness Clues in the RGBD Space. - François Audet; Mohand Saïd Allili; Ana-Maria Cretu 001 (ICIAR, 2017)

A Supervised Approach for Spam Detection Using Text-Based Semantic Representation. - Nadjate Saidani; Kamel Adi; Mouhand Saïd Allili (MCETECH, 2017)

Recognizing Human Interactions Using Group Feature Relevance in Multinomial Kernel Logistic Regression. - Ouiza Ouyed; Mohand Saïd Allili (FLAIRS, 2018)

Special Track on Uncertain Reasoning. - Karim Tabia; Mohand Saïd Allili (FLAIRS, 2018)

Feature weighting for multinomial kernel logistic regression and application to action recognition. - Ouiza Ouyed; Mohand Saïd Allili (Neurocomputing, 2018)

Automatic Fabric Defect Detection Using Learning-Based Local Textural Distributions in the Contourlet Domain. - Daniel Yapi; Mohand Saïd Allili; Nadia Baaziz (IEEE Trans Autom. Sci. Eng., 2018)

Foreground Segmentation in Videos Combining General Gaussian Mixture Modeling and Spatial Information. - Aissa Boulmerka; Mohand Saïd Allili (IEEE Trans. Circuits Syst. Video Technol., 2018)

Semantic Representation Based on Deep Learning for Spam Detection. - Nadjate Saidani; Kamel Adi; Mohand Saïd Allili (FPS, 2019)

Spatially-Coherent Segmentation Using Hierarchical Gaussian Mixture Reduction Based on Cauchy-Schwarz Divergence. - Adama Nouboukpo; Mohand Saïd Allili (ICIAR (1), 2019)

Multiple image copy detection and evolution visualisation using tree graphs. - Mohand Saïd Allili; Nathalie Casemajor; Aymen Talbi (Multim. Tools Appl., 2019)

A probabilistic topic model for event-based image classification and multi-label annotation. - Lakhdar Laib; Mohand Saïd Allili; Samy Ait-Aoudia (Signal Process. Image Commun., 2019)

Efficient Embedding Network for 3D Brain Tumor Segmentation. - Hicham Messaoudi; Ahror Belaid; Mohamed Lamine Allaoui; Ahcene Zetout; Mohand Saïd Allili; Souhil Tliba; Douraied Ben Salem; Pierre-Henri Conze (BrainLes@MICCAI (1), 2020)

A Literature Review of AR-Based Remote Guidance Tasks with User Studies. - Jean-François Lapointe; Heather Molyneaux; Mohand Saïd Allili (HCI (11), 2020)

A semantic-based classification approach for an enhanced spam detection. - Nadjate Saidani; Kamel Adi; Mohand Saïd Allili (Comput. Secur., 2020)

Group-of-features relevance in multinomial kernel logistic regression and application to human interaction recognition. - Ouiza Ouyed; Mohand Saïd Allili (Expert Syst. Appl., 2020)

Weakly Semi Supervised learning based Mixture Model With Two-Level Constraints. - Adama Nouboukpo; Mohand Saïd Allili (FLAIRS, 2021)

Safe Landing Zones Detection for UAVs Using Deep Regression. - Sakineh Abdollahzadeh; Pier-Luc Proulx; Mohand Saïd Allili; Jean-François Lapointe (CRV, 2022)

AI-AR for Bridge Inspection by Drone. - Jean-François Lapointe; Mohand Saïd Allili; Luc Belliveau; Loucif Hebbache; Dariush Amirkhani; Hicham Sekkati (HCI (17), 2022)

Multi-Band Texture Modeling Using Finite Mixtures of Multivariate Generalized Gaussian Distributions. - Daniel Yapi; Mohand Saïd Allili (ICPR, 2022)

Mixture of multivariate generalized Gaussians for multi-band texture modeling and representation. - Daniel Yapi; Adama Nouboukpo; Mohand Saïd Allili (Signal Process., 2023)

Leveraging Saliency in Single-Stage Multi-Label Concrete Defect Detection Using Unmanned Aerial Vehicle Imagery. - Loucif Hebbache; Dariush Amirkhani; Mohand Saïd Allili; Nadir Hammouche; Jean-François Lapointe (Remote. Sens., 2023)

Field Trials of an AI-AR-Based System for Remote Bridge Inspection by Drone. - Jean-François Lapointe; Mohand Saïd Allili; Nadir Hammouche (HCI (70), 2024)

MEDiXNet: A Robust Mixture of Expert Dermatological Imaging Networks for Skin Lesion Segmentation. - Mohamed Lamine Allaoui; Mohand Saïd Allili (ISBI, 2024)

Contrastive Loss Based on Contextual Similarity for Image Classification. - Lucas Pascotti Valem; Daniel Carlos Guimarães Pedronette; Mohand Saïd Allili (ISVC (1), 2024)

Texture image retrieval using a classification and contourlet-based features. - Asal Rouhafzay; Nadia Baaziz; Mohand Saïd Allili (CoRR, 2024)

Multi-scale spatial consistency for deep semi-supervised skin lesion segmentation. - Adama Nouboukpo; Mohamed Lamine Allaoui; Mohand Saïd Allili (Eng. Appl. Artif. Intell., 2024)

Visual Concrete Bridge Defect Classification and Detection Using Deep Learning: A Systematic Review. - Dariush Amirkhani; Mohand Saïd Allili; Loucif Hebbache; Nadir Hammouche; Jean-François Lapointe (IEEE Trans. Intell. Transp. Syst., 2024)

MixLVMM: A Mixture of Lightweight Vision Mamba Model for Enhancing Skin Lesion Segmentation Across High Tone Variability. - Mohamed Lamine Allaoui; Mohand Saïd Allili (IEEE Access, 2025)

HA-U3Net: A modality-agnostic framework for 3D medical image segmentation using nested V-Net structure and hybrid attention. - Mohamed Lamine Allaoui; Mohand Saïd Allili; Ahror Belaid (Knowl. Based Syst., 2025)

SES-ReNet: Lightweight deep learning model for human detection in hazy weather conditions. - Yassine Bouafia; Mohand Saïd Allili; Loucif Hebbache; Larbi Guezouli (Signal Process. Image Commun., 2025)

CrackSight: An Efficient Crack Segmentation Model in Varying Acquisition Ranges and Complex Backgrounds. - Dariush Amirkhani; Mohand Saïd Allili; Jean-François Lapointe (IEEE Trans Autom. Sci. Eng., 2025)