Fast and automatic stereo vision matching algorithm based on dynamic programming method. - Abdelaziz Bensrhair; Pierre Miché; R. Debrie (Pattern Recognit. Lett., 1996)

Analogue Circuits of a Learning Spiking Neuron Model. - Nicolas Langlois; Pierre Miché; Abdelaziz Bensrhair (IJCNN (4), 2000)

Implementation of a 3D Vision System on DSPs TMS320C31. - Abdelaziz Bensrhair; N. Chafiqui; Pierre Miché (Real Time Imaging, 2000)

Fast And Accurate Stereo Vision-Based Estimation Of 3D Position And Axial Motion Of Road Obstacles. - Gwenaëlle Toulminet; Stéphane Mousset; Abdelaziz Bensrhair (Int. J. Image Graph., 2004)

MedIC at ImageCLEF 2006: Automatic Image Categorization and Annotation Using Combined Visual Representations. - Filip Florea; Alexandrina Rogozan; Eugen Barbu; Abdelaziz Bensrhair; Stéfan Jacques Darmoni (CLEF, 2006)

MedIC/CISMeF at ImageCLEF 2006: Image Annotation and Retrieval Tasks. - Filip Florea; Alexandrina Rogozan; Valeriu Cornea; Abdelaziz Bensrhair; Stéfan Jacques Darmoni (CLEF (Working Notes), 2006)

Object Categorization Using Kernels Combining Graphs and Histograms of Gradients. - Frédéric Suard; Alain Rakotomamonjy; Abdelaziz Bensrhair (ICIAR (2), 2006)

Medical Image Categorization using a Texture Based Symbolic Description. - Filip Florea; Eugen Barbu; Alexandrina Rogozan; Abdelaziz Bensrhair; Vasile Buzuloiu (ICIP, 2006)

Using texture-based symbolic features for medical image representation. - Filip Florea; Eugen Barbu; Alexandrina Rogozan; Abdelaziz Bensrhair (ICPR (2), 2006)

A Color Stereo Vision System for Extraction of 3D Edges of Obstacle. - Iyadh Cabani; Gwenaëlle Toulminet; Abdelaziz Bensrhair (ITSC, 2006)

Multi-modal Categorization of Medical Images Using Texture-based Symbolic Representations. - Filip Florea; Eugen Barbu; Alexandrina Rogozan; Abdelaziz Bensrhair (PRIS, 2006)

Vehicle detection by means of stereo vision-based obstacles features extraction and monocular pattern analysis. - Gwenaëlle Toulminet; Massimo Bertozzi; Stéphane Mousset; Abdelaziz Bensrhair; Alberto Broggi (IEEE Trans. Image Process., 2006)

Kernel on Bag of Paths For Measuring Similarity of Shapes. - Frédéric Suard; Alain Rakotomamonjy; Abdelaziz Bensrhair (ESANN, 2007)

Fusion des approches visuelles et contextuelles pour l'annotation des images médicales. - Filip Florea; Valeriu Cornea; Alexandrina Rogozan; Abdelaziz Bensrhair; Stéfan Jacques Darmoni (EGC, 2007)

A new regions matching for color stereo images. - Mohamed El Ansari; Lhoussaine Masmoudi; Abdelaziz Bensrhair (Pattern Recognit. Lett., 2007)

Kernel and Feature Selection for Visible and Infrared based Obstacle Recognition. - Anca Apatean; Alexandrina Rogozan; Abdelaziz Bensrhair (ITSC, 2008)

Contrast-invariant Obstacle Detection System using Color Stereo Vision. - Iyadh Cabani; Gwenaëlle Toulminet; Abdelaziz Bensrhair (ITSC, 2008)

A fuzzy-logic classifier for estimating the reliability of the self calibration of an embedded stereovision system. - Sébastien Kramm; Pierre Miché; Abdelaziz Bensrhair (ITSC, 2008)

Vehicle detection based on the stereo concept of (axis, width, disparity) symmetry map. - Yaqian Li; Gwenaëlle Toulminet; Abdelaziz Bensrhair (ITSC, 2008)

Particle filters for accurate localization of communicant vehicles using GPS and vision systems. - Georges Challita; Stéphane Mousset; Fawzi Nashashibi; Abdelaziz Bensrhair (AICCSA, 2009)

SVM-based obstacle classification in visible and infrared images. - Anca Apatean; Alexandrina Rogozan; Abdelaziz Bensrhair (EUSIPCO, 2009)

Particle Filters for an Accurate Localization of Communicant Vehicles. - Georges Challita; Stéphane Mousset; Fawzi Nashashibi; Abdelaziz Bensrhair (ICAS, 2009)

An application of V2V communications : Cooperation of vehicles for a better car tracking using GPS and vision systems. - Georges Challita; Stéphane Mousset; Fawzi Nashashibi; Abdelaziz Bensrhair (VNC, 2009)

Obstacle detection for vehicle navigation by chaining of adoptive declivities using geometrical constrains. - Ravi Garg; Rajendra Sahu; Stéphane Mousset; Abdelaziz Bensrhair (ICDIP, 2010)

Combining SURF-based local and global features for road obstacle recognition in far infrared images. - Bassem Besbes; Anca Apatean; Alexandrina Rogozan; Abdelaziz Bensrhair (ITSC, 2010)

Temporal consistent fast stereo matching for advanced driver assistance systems (ADAS). - Mohamed El Ansari; Stéphane Mousset; Abdelaziz Bensrhair; George Bebis (Intelligent Vehicles Symposium, 2010)

Pedestrian recognition based on hierarchical codebook of SURF features in visible and infrared images. - Bassem Besbes; Alexandrina Rogozan; Abdelaziz Bensrhair (Intelligent Vehicles Symposium, 2010)

Temporal consistent real-time stereo for intelligent vehicles. - Mohamed El Ansari; Stéphane Mousset; Abdelaziz Bensrhair (Pattern Recognit. Lett., 2010)

A real-time spatio-temporal stereo matching for road applications. - Mohamed El Ansari; Abdenbi Mazoul; Abdelaziz Bensrhair; George Bebis (ITSC, 2011)

An application of the Sequential Monte Carlo to increase the accuracy of travel time estimation in urban areas. - Amnir Hadachi; Christèle Lecomte; Stéphane Mousset; Abdelaziz Bensrhair (ITSC, 2011)

Evidential combination of SVM road obstacle classifiers in visible and far infrared images. - Bassem Besbes; Sonda Ammar; Yousri Kessentini; Alexandrina Rogozan; Abdelaziz Bensrhair (Intelligent Vehicles Symposium, 2011)

Towards a robust and fast color stereo matching for intelligent vehicle application. - Alina Dana Miron; Samia Ainouz 001; Alexandrina Rogozan; Abdelaziz Bensrhair (ICIP, 2012)

Practical testing application of travel time estimation using applied Monte Carlo Method and adaptive estimation from probes. - Amnir Hadachi; Stéphane Mousset; Abdelaziz Bensrhair (Intelligent Vehicles Symposium, 2012)

Obstacle detection using sparse stereovision and clustering techniques. - Sébastien Kramm; Abdelaziz Bensrhair (Intelligent Vehicles Symposium, 2012)

Intensity self similarity features for pedestrian detection in Far-Infrared images. - Alina Dana Miron; Bassem Besbes; Alexandrina Rogozan; Samia Ainouz 001; Abdelaziz Bensrhair (Intelligent Vehicles Symposium, 2012)

Head pose estimation based on steerable filters and likelihood parametrized function. - Nawal Alioua; Aouatif Amine; Mohammed Rziza; Abdelaziz Bensrhair; Driss Aboutajdine (EUSIPCO, 2013)

SWIR images evaluation for pedestrian detection in clear visibility conditions. - Alina Dana Miron; Abdelaziz Bensrhair; Rean Isabella Fedriga; Alberto Broggi (ITSC, 2013)

Detection and counting of Powered Two Wheelers by laser scanner in real time on urban expressway. - Yadu Prabhakar; Peggy Subirats; Christèle Lecomte; Damien Vivet; Eric Violette; Abdelaziz Bensrhair (ITSC, 2013)

A lidar-based method for the detection and counting of Powered Two Wheelers. - Yadu Prabhakar; Peggy Subirats; Christèle Lecomte; Eric Violette; Abdelaziz Bensrhair (Intelligent Vehicles Symposium, 2013)

Performance of Inter-Vehicle Relay Network Based IR-UWB. - Yamen Issa; Iyad Dayoub; Abdelaziz Bensrhair (Nets4Cars/Nets4Trains, 2013)

A novel global color correction method for 3D content. - Pierre Yver; Sébastien Kramm; Abdelaziz Bensrhair; Edwin Azzam (Three-Dimensional Image Processing, Measurement (3DIPM), and Applications, 2014)

Obstacle detection by means of stereo feature matching. - Ajay Mittal; Abdelaziz Bensrhair; Edwin R. Hancock (ICIP, 2014)

Post-aggregation stereo matching method using Dempster-Shafer theory. - Fan Wang 002; Alina Dana Miron; Samia Ainouz 001; Abdelaziz Bensrhair (ICIP, 2014)

Visual odometry with unsynchronized multi-cameras setup for intelligent vehicle application. - Rawia Mhiri; Pascal Vasseur; Stéphane Mousset; Rémi Boutteau; Abdelaziz Bensrhair (Intelligent Vehicles Symposium, 2014)

Pedestrian Recognition by Using a Kernel-Based Multi-modality Approach. - Adela-Maria Sirbu; Alexandrina Rogozan; Laura Diosan; Abdelaziz Bensrhair (SYNASC, 2014)

A robust cost function for stereo matching of road scenes. - Alina Dana Miron; Samia Ainouz 001; Alexandrina Rogozan; Abdelaziz Bensrhair (Pattern Recognit. Lett., 2014)

Pedestrian recognition using a dynamic modality fusion approach. - Adela-Maria Rus; Alexandrina Rogozan; Laura Diosan; Abdelaziz Bensrhair (ICCP, 2015)

Accurate scale estimation based on unsynchronized camera network. - Rawia Mhiri; Pascal Vasseur; Stéphane Mousset; Rémi Boutteau; Abdelaziz Bensrhair (ICIP, 2015)

Pedestrian Recognition by Using a Dynamic Modality Selection Approach. - Adela-Maria Rus; Alexandrina Rogozan; Laura Diosan; Abdelaziz Bensrhair (ITSC, 2015)

Obstacle detection using unsynchronized multi-camera network. - Rawia Mhiri; Hichem Maiza; Stéphane Mousset; Khaled Taouil; Pascal Vasseur; Abdelaziz Bensrhair (URAI, 2015)

Estimating driver head pose using steerable pyramid and probabilistic learning. - Nawal Alioua; Aouatif Amine; Abdelaziz Bensrhair; Mohammed Rziza (Int. J. Comput. Vis. Robotics, 2015)

Pedestrian Detection in Far-Infrared Daytime Images Using a Hierarchical Codebook of SURF. - Bassem Besbes; Alexandrina Rogozan; Adela-Maria Rus; Abdelaziz Bensrhair; Alberto Broggi (Sensors, 2015)

An Evaluation of the Pedestrian Classification in a Multi-Domain Multi-Modality Setup. - Alina Dana Miron; Alexandrina Rogozan; Samia Ainouz 001; Abdelaziz Bensrhair; Alberto Broggi (Sensors, 2015)

Polarization-based specularity removal method with global energy minimization. - Fan Wang 002; Samia Ainouz 001; Caroline Petitjean; Abdelaziz Bensrhair (ICIP, 2016)

Driver head pose estimation using efficient descriptor fusion. - Nawal Alioua; Aouatif Amine; Alexandrina Rogozan; Abdelaziz Bensrhair; Mohammed Rziza (EURASIP J. Image Video Process., 2016)

A flexible technique based on fundamental matrix for camera self-calibration with variable intrinsic parameters from two views. - Bouchra Boudine; Sébastien Kramm; Nabil El Akkad; Abdelaziz Bensrhair; Abderrahim Saaidi; Khalid Satori (J. Vis. Commun. Image Represent., 2016)

Fusion of Stereo Vision for Pedestrian Recognition using Convolutional Neural Networks. - Danut Ovidiu Pop; Alexandrina Rogozan; Fawzi Nashashibi; Abdelaziz Bensrhair (ESANN, 2017)

SoC Design Of A Novel Cluster-Based Approach for Real-Time Lane Detection in Low Quality Images. - Christophe Bobda; Md Jubaer Hossain Pantho; Cindy Roullet; Abdelaziz Bensrhair; Samia Ainouz 001 (ICDSC, 2017)

Pedestrian recognition through different cross-modality deep learning methods. - Danut Ovidiu Pop; Alexandrina Rogozan; Fawzi Nashashibi; Abdelaziz Bensrhair (ICVES, 2017)

Incremental Cross-Modality deep learning for pedestrian recognition. - Danut Ovidiu Pop; Alexandrina Rogozan; Fawzi Nashashibi; Abdelaziz Bensrhair (Intelligent Vehicles Symposium, 2017)

Specularity removal: A global energy minimization approach based on polarization imaging. - Fan Wang 002; Samia Ainouz 001; Caroline Petitjean; Abdelaziz Bensrhair (Comput. Vis. Image Underst., 2017)

Multimodality semantic segmentation based on polarization and color images. - Fan Wang 002; Samia Ainouz 001; Chunfeng Lian; Abdelaziz Bensrhair (Neurocomputing, 2017)

Fast and Accurate Gaussian Pyramid Construction by Extended Box Filtering. - Silvère Konlambigue; Jean-Baptiste Pothin; Paul Honeine; Abdelaziz Bensrhair (EUSIPCO, 2018)

An Ensemble Learning Method Based on Random Subspace Sampling for Palmprint Identification. - Imad Rida; Somaya Al-Máadeed; Xudong Jiang 001; Lunke Fei; Abdelaziz Bensrhair (ICASSP, 2018)

Polarization-Based Car Detection. - Wang Fan; Samia Ainouz 001; Fabrice Mériaudeau; Abdelaziz Bensrhair (ICIP, 2018)

Improving Pedestrian Recognition using Incremental Cross Modality Deep Learning. - Danut Ovidiu Pop; Alexandrina Rogozan; Fawzi Nashashibi; Abdelaziz Bensrhair (ESANN, 2019)

Performance Evaluation of State-of-the-Art Filtering Criteria Applied to SIFT Features. - Silvère Konlambigue; Jean-Baptiste Pothin; Paul Honeine; Abdelaziz Bensrhair (ISSPIT, 2019)

Will Capsule Networks overcome Convolutional Neural Networks on Pedestrian Walking Direction? - Safaâ Dafrallah; Aouatif Amine; Stéphane Mousset; Abdelaziz Bensrhair (ITSC, 2019)

Multi-Task Deep Learning for Pedestrian Detection, Action Recognition and Time to Cross Prediction. - Danut Ovidiu Pop; Alexandrina Rogozan; Clément Chatelain 001; Fawzi Nashashibi; Abdelaziz Bensrhair (IEEE Access, 2019)

Asynchronous Structure from Motion at Scale. - Rawia Mhiri; Safa Ouerghi; Rémi Boutteau; Pascal Vasseur; Stéphane Mousset; Abdelaziz Bensrhair (J. Intell. Robotic Syst., 2019)

Random Signal Cut for Improving Multimodal CNN Robustness of 2D Road Object Detection. - Robin Condat; Alexandrina Rogozan; Abdelaziz Bensrhair (ESANN, 2020)

GFD-Retina: Gated Fusion Double RetinaNet for Multimodal 2D Road Object Detection. - Robin Condat; Alexandrina Rogozan; Abdelaziz Bensrhair (ITSC, 2020)

Object Detection on Thermal Images: Performance of YOLOv4 Trained on Small Datasets. - Maxence Chaverot; Maxime Carré; Michel Jourlin; Abdelaziz Bensrhair; Richard Grisel (ESANN, 2021)

Cross-modal verification for 3D object detection. - Haodi Zhang; Alexandrina Rogozan; Abdelaziz Bensrhair (ESANN, 2021)

An RGB-D Refinement Solution for Accurate Object Pose Estimation. - Lounès Saadi; Bassem Besbes; Sébastien Kramm; Abdelaziz Bensrhair (ISMAR Adjunct, 2021)

Monocular Pedestrian Orientation Recognition Based on Capsule Network for a Novel Collision Warning System. - Safaâ Dafrallah; Aouatif Amine; Stéphane Mousset; Abdelaziz Bensrhair (IEEE Access, 2021)

Accelerate High Resolution Image Pedestrian Detection With Non-Pedestrian Area Estimation. - Haodi Zhang; Danut Ovidiu Pop; Alexandrina Rogozan; Abdelaziz Bensrhair (IEEE Access, 2021)

Pedestrian Recognition Using Cross-Modality Learning in Convolutional Neural Networks. - Danut Ovidiu Pop; Alexandrina Rogozan; Fawzi Nashashibi; Abdelaziz Bensrhair (IEEE Intell. Transp. Syst. Mag., 2021)

Optimizing RGB-D Fusion for Accurate 6DoF Pose Estimation. - Lounès Saadi; Bassem Besbes; Sébastien Kramm; Abdelaziz Bensrhair (IEEE Robotics Autom. Lett., 2021)

Identifying and Deactivating Unusable Modalities to Improve Multimodal CNN Robustness for Road Scene Understanding. - Robin Condat; Alexandrina Rogozan; Samia Ainouz 001; Abdelaziz Bensrhair (ITSC, 2022)

An enhanced N-point interpolation method to eliminate average precision distortion. - Haodi Zhang; Alexandrina Rogozan; Abdelaziz Bensrhair (Pattern Recognit. Lett., 2022)

3-GWD : A Textural and AI-Based Approach for Real-Time Detection of Weather Disturbances Applied to Autonomous Vehicle. - Alexandre Jacquemart; Sio-Song Ieng; Mokrane Hadj-Bachir; Abdelaziz Bensrhair; Dominique Gruyer (ITSC, 2023)

Improvement of small objects detection in thermal images. - Maxence Chaverot; Maxime Carré; Michel Jourlin; Abdelaziz Bensrhair; Richard Grisel (Integr. Comput. Aided Eng., 2023)

Indoor Scene Recognition Mechanism Based on Direction-Driven Convolutional Neural Networks. - Andrea Daou; Jean-Baptiste Pothin; Paul Honeine; Abdelaziz Bensrhair (Sensors, 2023)

TransRx-6G-V2X : Transformer Encoder-Based Deep Neural Receiver For Next Generation of Cellular Vehicular Communications. - Osama Saleem; Soheyb Ribouh; Mohammed Alfaqawi; Abdelaziz Bensrhair; Pierre Merdrignac (VTC Fall, 2024)

Mamba-PKD: A Framework for Efficient and Scalable Model Compression in Image Classification. - José Medina; Amnir Hadachi; Paul Honeine; Abdelaziz Bensrhair (SAC, 2025)

Mamba base PKD for efficient knowledge compression. - José Medina; Amnir Hadachi; Paul Honeine; Abdelaziz Bensrhair (CoRR, 2025)