LIV (Livre)

Benferhat, Salem, Alessandro Antonucci , Mohand Said Allili. Special Track on Uncertain Reasoning. FLAIRS Conference 2019.. USA : AAAI Publications, 2019. 55 pages.

Tabia, Karim, Mohand Said Allili. Special Track on Uncertain Reasoning. FLAIRS Conference 2018. USA : AAAI Publications, 2018. 40 pages.

Allili, Mohand Said, Djemel Ziou. Computational Modelling of Objects Represented in Images. Fundamentals, Methods and Applications. (Francis & Taylor Group), 2006. 47-52.

RAC (Revue avec comité de lecture)

Amirkhani, Dariush , Mohand Said Allili, Loucif Hebbache, Nadir Hammouche, Jean-Francois Lapointe. Visual Concrete Bridge Defect Classification and Detection Using Deep Learning: A Systematic Review. IEEE Trans. on Intelligentg Transportation Systems 25(9). (2024) : 10483-10505.

Bouafia, Yassine, Mohand Said Allili, Loucif Hebbache, Larbi Guezouli. SES-ReNet: Lightweight Deep Learning Model for Human Detection in Hazy Weather Conditions. Signal Porcessing: Image Communication (2024) : Acceptée

Nouboukpo, Adama, Mohamed-Lamine Allaoui, Mohand Said Allili. Multi-scale spatial consistency for deep semi-supervised skin lesion segmentation. Engineering Applications on Artificial Intelligence 135: 108681. (2024) :

Hebbache, Loucif, Dariush Amirkhani, Mohand Said Allili, Jean-François Lapointe. Leveraging Saliency in Single-Stage Multi-Label Concrete Defect Detection Using Unmanned Aerial Vehicle Imagery. Remote Sensing 15. 1 (2023) : 1218 .

Yapi, Daniel, Adama Nouboukpo, Mohand Said Allili. Mixture of multivariate generalized Gaussians for multi-band texture modeling and representation. Signal Processing 209. 109011 (2023) :

Ouyed, Ouiza, Mohand Said Allili. Groups-of-Features Relevance in Kernel Logistic Regression and Application to Human Interaction Recognition. Expert Systems with Applications 148. 113247 (2020) : 11 pages.

Saidani, Nadjate, Kamel Adi, Mohand Said Allili. A Semantic-Based Classification Approach for an Enhanced Spam Detection. Computer and Security. Elsevier. 94: 101716 (2020) :

Allili, Mohand Said, Nathalie Casemajor Loustau, Talbi Aymen. Multiple Image Copy Detection and Evolution Visualisation Using Tree Graphs. Multimedia Tools and Applications (Springer) 78(5) (2019) : 6253-6275.

Laib, Lakhdar, Mohand Said Allili, Ait Aoudia Samy. A Probabilistic Topic Model for Event-Based Image Classification and Multi-Label Annotation . Signal Processing: Image Communication (Elsevier) 76. (2019) : 283-294.

Boulmerka, Aissa, Mohand Said Allili. Foreground Segmentation in Videos Combining General Gaussian Mixture Modeling and Spatial Information. IEEE Transactions on Circuits & Systems for Video Technology 28(6). (2018) : 1330-1345.

Ouiza, Ouyed, Mohand Said Allili. Feature Weighting for Multinomial Kernel Logistic Regression and Application to Action Recognition. Neurocomputing (Elsevier) 275. (2018) : 1752-1768.

Yapi, Daniel, Mohand Said Allili, Nadia Baaziz. Fabric Defect Detection Using Learning-Based Local Textural Distributions in the Contourlet Domain . IEEE Transactions on Automation Science and Engineering 15. 3 (2018) : 1014-1026 .

Bacha, Siham, Mohand Said Allili, Nadjia Benblidia. Event Recognition in Photo Albums using Probabilistic Graphical Models and Feature Relevance. Journal of Visual Communication and Image Representation (Elsevier) 40. (2016) : 546-558.

Filali, Idir, Mohand Said Allili, Benblidia Nadjia. Multi-Scale Salient Object Detection in Images using Graph Ranking and Global-Local Saliency Refinement. Signal Processing: Image Communication (Elsevier) 47. (2016) : 380–401.

Allili, Mohand Said, Djemel Ziou. Likelihood-Based Feature Relevance for Figure-Ground Segmentation in Images and Videos. Neurocomputing (Elsevier) 167. 11 (2015) : 658-670.

Allili, Mohand Said, Nadia Baaziz, Marouene Mejri. Texture Modeling Using Contourlets and Finite Mixtures of Generalized Gaussian Distributions and Applications. IEEE Transactions on Multimedia 16. 3 (2014) : 772 -784 .

Boulmerka, Aissa, Mohand Said Allili, Samy Ait-Aoudia. A Multiclass Thresholding Segmentation Approach Based on Mixture Modelling. Pattern Recognition (Elsevier) 47. 3 (2014) : 1330-1348.

Allili, Mohand Said. Wavelet Modelling Using Finite Mixtures of Generalized Gaussian Distributions: Application to Texture Discrimination and Retrieval. IEEE Transactions on Image Processing. 21. 4 (2012) : 1452-1464.

Allili, Mohand Said, Djemel Ziou, Bouguila Nizar, Sabri Boutemedjet. Image and Video Segmentation by Combining Unsupervised Generalized Gaussian Mixture Modeling and Feature Selection. IEEE Transactions on Circuits & Systems for Video Technology 20. 10 (2010) : 1373-1377.

Ziou, Djemel, Bouguila Nizar, Mohand Said Allili, Ali El-Zaart. Finite Gamma Mixture Modelling Using Minimum Message Length Inference. Int'l Journal of Remote Sensing (Francis & Taylor Group) 30. 3 (2009) : 771-792.

Allili, Mohand Said, Bouguila NIzar, Ziou Djemel. Finite General Gaussian Mixture Modeling and Application to Image and Video Foreground Segmentation. . Journal of Electronic Imaging (IS&T and SPIE) 17. 013005 (2008) : 1-13.

Allili, Mohand Said, Djemel Ziou. Object Contour Tracking in Videos Using Adaptive Mixture Models and Active Contours. . Neurocomputing (Elsevier) 71. 10-12 (2008) : 2001-2011.

Allili, Mohand Said, Djemel Ziou. Active Contours for Video Object Tracking Using Region, Boundary and Shape Information. . Signal, Image and Video Processing (Springer) 1. 2 (2007) : 101-117.

Allili, Mohand Said, Djemel Ziou. Automatic Color-Texture Image Segmentation by Using Active Contours . Int’l Journal of Computer Mathematics (Francis & Taylor Group) 84. 9 (2007) : 1325-1338.

Allili, Mohand Said, Djemel Ziou. Globally Adaptive Region Information for Color and Texture Image Segmentation. Pattern Recognition Letters (Elsevier) 28. 15 (2007) : 1946-1956.

Allili, Mohand Said, djemel Ziou. Automatic Change Detection and Updating of Topographic Databases by Using Satellite Imagery: A Level Set Approach. . Geomatica (Canadian Institute of Geomatics) 59. 3 (2005) : 121-129.

CAC (Publications arbitrées dans des actes de colloque)

Abdollahzadeh, Sakineh, Pier Luc Proulx, Mohand Said Allili, Jean-François Lapointe. Safe Landing Zones Detection for UAVs Using Deep Regression.. IEEE Canadian Conf. on Computer and Robot Vision, (2022).

Lapointe, Jean-Francois, Luc Beliveau, Mohand Said Allili, Loucif Hebbache, Dariush Amirkhani, Hicham Sekkati. AI-AR for Bridge Inspection by Drone. Human Computer Interaction, 302-313. (2022).

Yapi, Daniel, Mohand Said Allili. Multi-Band Texture Modeling Using Finite Mixtures of Multivariate Generalized Gaussian Distributions. IEEE Conf. on Pattern Recognition, 464-469. (2022).

Lapointe, Jean-François , Heather Molyneaux, Mohand Said Allili. A Literature Review of AR-Based Remote Guidance Tasks with User Studies.. Int'l Conf. on Human Computer interaction (HCI), 111-120. (2020).

Nouboukpo, Adama, Mohand Said Allili. Spatially coherent segmentation using hierarchical Gaussian mixture reduction. Int'l Conference on Image Analysis and Recognition (ICIAR), 388-396. (2019).

Saidani, Nadjate, Kamel Adi, Mohand Said Allili. Semantic-based efficient spam detection. The 12th International Symposium on Foundations & Practice of Security. FPS'2019, 72-81. (2019).

Ouyed, Ouiza, Mohand Said Allili. Recognizing Human Interactions Using Group Feature Relevance in Multinomial Kernel Logistic Regression. Florida Artificial Intelligence Research Society Conference: Uncertain Reasoning, 541-546. (2018).

Allili, Mohand Said, Siham Bacha. Feature Relevance in Bayesian Network Classifiers and Application to Image Event Recognition . Florida Artificial Intelligence Research Society Conference: Uncertain Reasoning, 760-763. (2017).

Audet, François, Mohand Said Allili, Ana-Maria Cretu. Salient Object Detection in Images Using Objectness Clues in the RGBD Space. Int’l Conf. on Image Analysis and Recognition, 247-255. (2017).

Saidani, Nadjate, Kamel Adi, Mohand Said Allili. A Supervised Approach for Spam Detection using Text-based Semantic Representation . The MCETECH Conference on e-Technologies, Springer. 136-148. (2017).

Bacha, Siham, Mohand Said Allili, Nadjia Benblidia. Event Recognition in Photo Albums Using Probabilistic Graphical Model and Feature Relevance . IEEE Int'l Conference on Pattern Recognition (ICPR), Cancun, Mexique. 2820-2824. (2016).

Filali, Idir, Mohand Said Allili, Nadjia Benblidia. Multi-graph Based Salient Object Detection. Int'l Conference on Image Analysis and Recognition (ICIAR), Póvoa de Varzim, Portugal. 318-324. (2016).

Boulmerka, Aissa, Mohand Said Allili. Background Modeling in Videos Revisited Using Finite Mixtures of Generalized Gaussians and Spatial Information. IEEE Int'l Conf. on Image Processing (ICIP), Québec City, Canada. 3660-3664. (2015).

Yapi, Daniel, Marouene Mejri, Mohand Said Allili, Nadia Baaziz. A Learning-Based Approach for Automatic Defect Detection in Textile Images. IFAC Symposium on Information Control in Manufacturing (INCOM), Ottawa, Canada. 2510-2515. (2015).

Ouyed, Ouiza, Mohand Said Allili. Feature Relevance for Kernel Logistic Regression and Application to Action Classification. IEEE Int'l Conf. on Pattern Recognition (ICPR), Stockholm, Suède. 1325-1329. (2014).

Boulmerka, Aissa, Mohand Said Allili. Thresholding-Based Segmentation Revisited Using Mixtures of Generalized Gaussian Distributions . IAPR/IEEE Int'l Conf. on Pattern Recognition, Tsukuba, Japan. 2894-2897. (2012).

Larivière, Guillaume, Mohand Said Allili. A Learning Probabilistic Approach for Object Segmentation. IEEE Canadian Conf. on Computer and Robot Vision, York, Canada. 86-93. (2012).

Allili, Madjid , Li Donglei, Mohand Said Allili. A Digital Topology-Based Method for the Topological Filtering of a Reconstructed Surface . SPIE Conf. on Visualisation and Data Analysis, San Francisco, USA. 7868-28 . (2011).

Allili, Mohand Said, Nadia Baaziz. Contourlet-Based Texture Retrieval Using a Mixture of Generalized Gaussian Distributions. Int'l Conf. on Computer Analysis of Images and Patterns (CAIP), Sevile, Espagne. Springer. 446-454. (2011).

Pedrocca, Pablo Julian, Mohand Said Allili. Real-Time People Detection in Videos Using Geometrical Features and Adaptive Boosting. Int'l Conf. on Image Analysis and Recognition (ICIAR), Vancouver, Canada. LNCS 6753. 314–324. (2011).

Allili, Mohand Said, Djemel Ziou, Nizar Bouguila, Sabri Boutemedjet. Unsupervised Feature Selection and Learning for Image segmentation. IEEE Canadian Conf. on Computer and Robot Vision (A obtenu le meilleur article en vision), Ottawa, Canada. 285 - 292 . (2010).

Allili, Mohand Said. Wavelet-based texture Retrieval Using a Mixture of Generalized Gaussian Distributions. IAPR/IEEE Int'l Conf. on Pattern Recognition (ICPR), Istanbul, Turquie. 3143-3146. (2010).

Allili, Mohand Said. Effective Object Tracking by Matching Object and Background Models Using Active Contours. IEEE Int'l Conf. on Image Processing (ICIP), Le Caire, Egypte. 873-876. (2009).

Allili, Mohand Said. Object Contour Tracking Using Foreground and Background Distribution Matching. 14th Iberoamerican Congress on Pattern Recognition (CIARP), Guadalajara, Mexique. Springer. 954–961. (2009).

Allili, Mohand Said, Ziou Djemel. Dynamical Combination of Region and Boundary Information for Segmentation. IAPR/IEEE Int'l Conf. on Pattern Recognition (ICPR), Floride, USA. 1-4. (2008).

Allili, Mohand Said, Djemel Ziou. Adaptive Appearance Model for Object Contour Tracking in Videos. IEEE Canadian Conf. on Computer and Robot Vision (CRV), Montréal, Canada. 510-518. (2007).

Allili, Mohand Said, Djemel Ziou. Object of Interest segmentation and Tracking by Using Feature Selection and Active Contours. IEEE Conf. on Computer Vision and Pattern Recognition, Minnesota, USA. 1-8. (2007).

Allili, Mohand Said, Djemel Ziou. Using Feature Selection For Object Segmentation and Tracking. . IEEE Canadian Conf. on Computer and Robot Vision , Montréal, Canada. 191-200. (2007).

Allili, Mohand Said, NIzar Bouguila, Djemel Ziou. Finite Generalized Gaussian Mixture Modeling and Applications to Image and Video Foreground Segmentation. . IEEE Canadian Conf. on Computer and Robot Vision (A obtenu le meilleur article étudiant), 183-190. (2007).

Allili, Mohand Said, Djemel Ziou. Automatic Color-Texture Image Segmentation by Using Active Contours. IEEE Int’l Workshop on Intelligent Computing in Pattern Analysis/Synthesis, Xian, Chine. Springer Verlag. 495-504. (2006).

Allili, Mohand Said, Djemel Ziou. Object Contour Tracking in Video Sequences by Matching Finite Mixture Models. IEEE Int’l Conf. on Advanced Video and Signal Based Surveillance, Sydney, Australie. 36. (2006).

Allili, Mohand Said, Djemel Ziou. A Bayesian Approach for Weighting Boundary and Region Information for Segmentation. Advanced Concepts for Intelligent Vision Systems, Anvers, Belgique. 468-475. (2005).

Allili, Mohand Said, Djemel Ziou. An Automatic Segmentation Combining Mixture Analysis and Adaptive Region Information: a Level Set Approach. . IEEE Canadian Conf. on Computer and Robot Vision (CRV), Victoria, Canada. 73-80. (2005).

Allili, Mohand Said, Djemel Ziou, Layachi Bentabet. A Robust Level Set Approach for Image Segmentation and Statistical Modeling. Advanced Concepts for Intelligent Vision Systems, Bruxelles, Belgique. 243-251. (2004).

COF (Communication arbitrée)

Allili, Mohand Said, Djemel Ziou. Detection and Updating of Lake Databases Using Landsat7-TM Images: A Level Set Approach. 7e Conférence Annuelle de Geoide. Québec, Mai 2005.

Allili, Mohand Said, Djemel Ziou. Change Detection and Topographic Database Updating Using Active Contours. 5e Conférence Annuelle de Geoide. Victoria (Canada), Mai 2003.