Abdelaziz Bensrhair

88 papers B 23C 1Misc 3Journal 24Unranked 37

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Deep Multi-Modal Neural Receiver for 6G Vehicular Communication. ICC Osama Saleem, Mohammed Alfaqawi, Pierre Merdrignac, Abdelaziz Bensrhair, Soheyb Ribouh
2025	J	`jnl`	Mamba base PKD for efficient knowledge compression. CoRR José Medina, Amnir Hadachi, Paul Honeine, Abdelaziz Bensrhair
2025	Misc	`conf`	Mamba-PKD: A Framework for Efficient and Scalable Model Compression in Image Classification. SAC José Medina, Amnir Hadachi, Paul Honeine, Abdelaziz Bensrhair
2024	—	`conf`	TransRx-6G-V2X : Transformer Encoder-Based Deep Neural Receiver For Next Generation of Cellular Vehicular Communications. VTC Fall Osama Saleem, Soheyb Ribouh, Mohammed Alfaqawi, Abdelaziz Bensrhair, Pierre Merdrignac
2023	—	`conf`	3-GWD : A Textural and AI-Based Approach for Real-Time Detection of Weather Disturbances Applied to Autonomous Vehicle. ITSC Alexandre Jacquemart, Sio-Song Ieng, Mokrane Hadj-Bachir, Abdelaziz Bensrhair, Dominique Gruyer
2023	J	`jnl`	Improvement of small objects detection in thermal images. Integr. Comput. Aided Eng. Maxence Chaverot, Maxime Carré, Michel Jourlin, Abdelaziz Bensrhair, Richard Grisel
2023	J	`jnl`	Indoor Scene Recognition Mechanism Based on Direction-Driven Convolutional Neural Networks. Sensors Andrea Daou, Jean-Baptiste Pothin, Paul Honeine, Abdelaziz Bensrhair
2022	J	`jnl`	An enhanced Pattern Recognit. Lett. Haodi Zhang, Alexandrina Rogozan, Abdelaziz Bensrhair
2022	—	`conf`	Identifying and Deactivating Unusable Modalities to Improve Multimodal CNN Robustness for Road Scene Understanding. ITSC Robin Condat, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair
2021	J	`jnl`	Accelerate High Resolution Image Pedestrian Detection With Non-Pedestrian Area Estimation. IEEE Access Haodi Zhang, Danut Ovidiu Pop, Alexandrina Rogozan, Abdelaziz Bensrhair
2021	—	`conf`	An RGB-D Refinement Solution for Accurate Object Pose Estimation. ISMAR Adjunct Lounès Saadi, Bassem Besbes, Sébastien Kramm, Abdelaziz Bensrhair
2021	B	`conf`	Cross-modal verification for 3D object detection. ESANN Haodi Zhang, Alexandrina Rogozan, Abdelaziz Bensrhair
2021	J	`jnl`	Monocular Pedestrian Orientation Recognition Based on Capsule Network for a Novel Collision Warning System. IEEE Access Safaâ Dafrallah, Aouatif Amine, Stéphane Mousset, Abdelaziz Bensrhair
2021	B	`conf`	Object Detection on Thermal Images: Performance of YOLOv4 Trained on Small Datasets. ESANN Maxence Chaverot, Maxime Carré, Michel Jourlin, Abdelaziz Bensrhair, Richard Grisel
2021	J	`jnl`	Optimizing RGB-D Fusion for Accurate 6DoF Pose Estimation. IEEE Robotics Autom. Lett. Lounès Saadi, Bassem Besbes, Sébastien Kramm, Abdelaziz Bensrhair
2021	J	`jnl`	Pedestrian Recognition Using Cross-Modality Learning in Convolutional Neural Networks. IEEE Intell. Transp. Syst. Mag. Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair
2020	—	`conf`	GFD-Retina: Gated Fusion Double RetinaNet for Multimodal 2D Road Object Detection. ITSC Robin Condat, Alexandrina Rogozan, Abdelaziz Bensrhair
2020	B	`conf`	Random Signal Cut for Improving Multimodal CNN Robustness of 2D Road Object Detection. ESANN Robin Condat, Alexandrina Rogozan, Abdelaziz Bensrhair
2019	J	`jnl`	Asynchronous Structure from Motion at Scale. J. Intell. Robotic Syst. Rawia Mhiri, Safa Ouerghi, Rémi Boutteau, Pascal Vasseur, Stéphane Mousset, Abdelaziz Bensrhair
2019	B	`conf`	Improving Pedestrian Recognition using Incremental Cross Modality Deep Learning. ESANN Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair
2019	J	`jnl`	Multi-Task Deep Learning for Pedestrian Detection, Action Recognition and Time to Cross Prediction. IEEE Access Danut Ovidiu Pop, Alexandrina Rogozan, Clément Chatelain, Fawzi Nashashibi, Abdelaziz Bensrhair
2019	—	`conf`	Performance Evaluation of State-of-the-Art Filtering Criteria Applied to SIFT Features. ISSPIT Silvère Konlambigue, Jean-Baptiste Pothin, Paul Honeine, Abdelaziz Bensrhair
2019	—	`conf`	Will Capsule Networks overcome Convolutional Neural Networks on Pedestrian Walking Direction? ITSC Safaâ Dafrallah, Aouatif Amine, Stéphane Mousset, Abdelaziz Bensrhair
2018	Misc	`conf`	An Ensemble Learning Method Based on Random Subspace Sampling for Palmprint Identification. ICASSP Imad Rida, Somaya Al-Máadeed, Xudong Jiang, Lunke Fei, Abdelaziz Bensrhair
2018	—	`conf`	Fast and Accurate Gaussian Pyramid Construction by Extended Box Filtering. EUSIPCO Silvère Konlambigue, Jean-Baptiste Pothin, Paul Honeine, Abdelaziz Bensrhair
2018	B	`conf`	Polarization-Based Car Detection. ICIP Wang Fan, Samia Ainouz, Fabrice Mériaudeau, Abdelaziz Bensrhair
2017	B	`conf`	Fusion of Stereo Vision for Pedestrian Recognition using Convolutional Neural Networks. ESANN Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair
2017	B	`conf`	Incremental Cross-Modality deep learning for pedestrian recognition. Intelligent Vehicles Symposium Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair
2017	J	`jnl`	Multimodality semantic segmentation based on polarization and color images. Neurocomputing Fan Wang, Samia Ainouz, Chunfeng Lian, Abdelaziz Bensrhair
2017	—	`conf`	Pedestrian recognition through different cross-modality deep learning methods. ICVES Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair
2017	—	`conf`	SoC Design Of A Novel Cluster-Based Approach for Real-Time Lane Detection in Low Quality Images. ICDSC Christophe Bobda, Md Jubaer Hossain Pantho, Cindy Roullet, Abdelaziz Bensrhair, Samia Ainouz
2017	J	`jnl`	Specularity removal: A global energy minimization approach based on polarization imaging. Comput. Vis. Image Underst. Fan Wang, Samia Ainouz, Caroline Petitjean, Abdelaziz Bensrhair
2016	J	`jnl`	A flexible technique based on fundamental matrix for camera self-calibration with variable intrinsic parameters from two views. J. Vis. Commun. Image Represent. Bouchra Boudine, Sébastien Kramm, Nabil El Akkad, Abdelaziz Bensrhair, Abderrahim Saaidi, Khalid Satori
2016	J	`jnl`	Driver head pose estimation using efficient descriptor fusion. EURASIP J. Image Video Process. Nawal Alioua, Aouatif Amine, Alexandrina Rogozan, Abdelaziz Bensrhair, Mohammed Rziza
2016	B	`conf`	Polarization-based specularity removal method with global energy minimization. ICIP Fan Wang, Samia Ainouz, Caroline Petitjean, Abdelaziz Bensrhair
2015	B	`conf`	Accurate scale estimation based on unsynchronized camera network. ICIP Rawia Mhiri, Pascal Vasseur, Stéphane Mousset, Rémi Boutteau, Abdelaziz Bensrhair
2015	J	`jnl`	An Evaluation of the Pedestrian Classification in a Multi-Domain Multi-Modality Setup. Sensors Alina Dana Miron, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair, Alberto Broggi
2015	J	`jnl`	Estimating driver head pose using steerable pyramid and probabilistic learning. Int. J. Comput. Vis. Robotics Nawal Alioua, Aouatif Amine, Abdelaziz Bensrhair, Mohammed Rziza
2015	—	`conf`	Obstacle detection using unsynchronized multi-camera network. URAI Rawia Mhiri, Hichem Maiza, Stéphane Mousset, Khaled Taouil, Pascal Vasseur, Abdelaziz Bensrhair
2015	J	`jnl`	Pedestrian Detection in Far-Infrared Daytime Images Using a Hierarchical Codebook of SURF. Sensors Bassem Besbes, Alexandrina Rogozan, Adela-Maria Rus, Abdelaziz Bensrhair, Alberto Broggi
2015	—	`conf`	Pedestrian Recognition by Using a Dynamic Modality Selection Approach. ITSC Adela-Maria Rus, Alexandrina Rogozan, Laura Diosan, Abdelaziz Bensrhair
2015	B	`conf`	Pedestrian recognition using a dynamic modality fusion approach. ICCP Adela-Maria Rus, Alexandrina Rogozan, Laura Diosan, Abdelaziz Bensrhair
2014	—	`conf`	A novel global color correction method for 3D content. Three-Dimensional Image Processing, Measurement (3DIPM), and Applications Pierre Yver, Sébastien Kramm, Abdelaziz Bensrhair, Edwin Azzam
2014	J	`jnl`	A robust cost function for stereo matching of road scenes. Pattern Recognit. Lett. Alina Dana Miron, Samia Ainouz, Alexandrina Rogozan, Abdelaziz Bensrhair
2014	B	`conf`	Obstacle detection by means of stereo feature matching. ICIP Ajay Mittal, Abdelaziz Bensrhair, Edwin R. Hancock
2014	Misc	`conf`	Pedestrian Recognition by Using a Kernel-Based Multi-modality Approach. SYNASC Adela-Maria Sirbu, Alexandrina Rogozan, Laura Diosan, Abdelaziz Bensrhair
2014	B	`conf`	Post-aggregation stereo matching method using Dempster-Shafer theory. ICIP Fan Wang, Alina Dana Miron, Samia Ainouz, Abdelaziz Bensrhair
2014	B	`conf`	Visual odometry with unsynchronized multi-cameras setup for intelligent vehicle application. Intelligent Vehicles Symposium Rawia Mhiri, Pascal Vasseur, Stéphane Mousset, Rémi Boutteau, Abdelaziz Bensrhair
2013	B	`conf`	A lidar-based method for the detection and counting of Powered Two Wheelers. Intelligent Vehicles Symposium Yadu Prabhakar, Peggy Subirats, Christèle Lecomte, Eric Violette, Abdelaziz Bensrhair
2013	—	`conf`	Detection and counting of Powered Two Wheelers by laser scanner in real time on urban expressway. ITSC Yadu Prabhakar, Peggy Subirats, Christèle Lecomte, Damien Vivet, Eric Violette, Abdelaziz Bensrhair
2013	—	`conf`	Head pose estimation based on steerable filters and likelihood parametrized function. EUSIPCO Nawal Alioua, Aouatif Amine, Mohammed Rziza, Abdelaziz Bensrhair, Driss Aboutajdine
2013	—	`conf`	Performance of Inter-Vehicle Relay Network Based IR-UWB. Nets4Cars/Nets4Trains Yamen Issa, Iyad Dayoub, Abdelaziz Bensrhair
2013	—	`conf`	SWIR images evaluation for pedestrian detection in clear visibility conditions. ITSC Alina Dana Miron, Abdelaziz Bensrhair, Rean Isabella Fedriga, Alberto Broggi
2012	B	`conf`	Intensity self similarity features for pedestrian detection in Far-Infrared images. Intelligent Vehicles Symposium Alina Dana Miron, Bassem Besbes, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair
2012	B	`conf`	Obstacle detection using sparse stereovision and clustering techniques. Intelligent Vehicles Symposium Sébastien Kramm, Abdelaziz Bensrhair
2012	B	`conf`	Practical testing application of travel time estimation using applied Monte Carlo Method and adaptive estimation from probes. Intelligent Vehicles Symposium Amnir Hadachi, Stéphane Mousset, Abdelaziz Bensrhair
2012	B	`conf`	Towards a robust and fast color stereo matching for intelligent vehicle application. ICIP Alina Dana Miron, Samia Ainouz, Alexandrina Rogozan, Abdelaziz Bensrhair
2011	—	`conf`	A real-time spatio-temporal stereo matching for road applications. ITSC Mohamed El Ansari, Abdenbi Mazoul, Abdelaziz Bensrhair, George Bebis
2011	—	`conf`	An application of the Sequential Monte Carlo to increase the accuracy of travel time estimation in urban areas. ITSC Amnir Hadachi, Christèle Lecomte, Stéphane Mousset, Abdelaziz Bensrhair
2011	B	`conf`	Evidential combination of SVM road obstacle classifiers in visible and far infrared images. Intelligent Vehicles Symposium Bassem Besbes, Sonda Ammar, Yousri Kessentini, Alexandrina Rogozan, Abdelaziz Bensrhair
2010	—	`conf`	Combining SURF-based local and global features for road obstacle recognition in far infrared images. ITSC Bassem Besbes, Anca Apatean, Alexandrina Rogozan, Abdelaziz Bensrhair
2010	—	`conf`	Obstacle detection for vehicle navigation by chaining of adoptive declivities using geometrical constrains. ICDIP Ravi Garg, Rajendra Sahu, Stéphane Mousset, Abdelaziz Bensrhair
2010	B	`conf`	Pedestrian recognition based on hierarchical codebook of SURF features in visible and infrared images. Intelligent Vehicles Symposium Bassem Besbes, Alexandrina Rogozan, Abdelaziz Bensrhair
2010	B	`conf`	Temporal consistent fast stereo matching for advanced driver assistance systems (ADAS). Intelligent Vehicles Symposium Mohamed El Ansari, Stéphane Mousset, Abdelaziz Bensrhair, George Bebis
2010	J	`jnl`	Temporal consistent real-time stereo for intelligent vehicles. Pattern Recognit. Lett. Mohamed El Ansari, Stéphane Mousset, Abdelaziz Bensrhair
2009	—	`conf`	An application of V2V communications : Cooperation of vehicles for a better car tracking using GPS and vision systems. VNC Georges Challita, Stéphane Mousset, Fawzi Nashashibi, Abdelaziz Bensrhair
2009	—	`conf`	Particle Filters for an Accurate Localization of Communicant Vehicles. ICAS Georges Challita, Stéphane Mousset, Fawzi Nashashibi, Abdelaziz Bensrhair
2009	C	`conf`	Particle filters for accurate localization of communicant vehicles using GPS and vision systems. AICCSA Georges Challita, Stéphane Mousset, Fawzi Nashashibi, Abdelaziz Bensrhair
2009	—	`conf`	SVM-based obstacle classification in visible and infrared images. EUSIPCO Anca Apatean, Alexandrina Rogozan, Abdelaziz Bensrhair
2008	—	`conf`	A fuzzy-logic classifier for estimating the reliability of the self calibration of an embedded stereovision system. ITSC Sébastien Kramm, Pierre Miché, Abdelaziz Bensrhair
2008	—	`conf`	Contrast-invariant Obstacle Detection System using Color Stereo Vision. ITSC Iyadh Cabani, Gwenaëlle Toulminet, Abdelaziz Bensrhair
2008	—	`conf`	Kernel and Feature Selection for Visible and Infrared based Obstacle Recognition. ITSC Anca Apatean, Alexandrina Rogozan, Abdelaziz Bensrhair
2008	—	`conf`	Vehicle detection based on the stereo concept of (axis, width, disparity) symmetry map. ITSC Yaqian Li, Gwenaëlle Toulminet, Abdelaziz Bensrhair
2007	J	`jnl`	A new regions matching for color stereo images. Pattern Recognit. Lett. Mohamed El Ansari, Lhoussaine Masmoudi, Abdelaziz Bensrhair
2007	—	`conf`	Fusion des approches visuelles et contextuelles pour l'annotation des images médicales. EGC Filip Florea, Valeriu Cornea, Alexandrina Rogozan, Abdelaziz Bensrhair, Stéfan Jacques Darmoni
2007	B	`conf`	Kernel on Bag of Paths For Measuring Similarity of Shapes. ESANN Frédéric Suard, Alain Rakotomamonjy, Abdelaziz Bensrhair
2006	—	`conf`	A Color Stereo Vision System for Extraction of 3D Edges of Obstacle. ITSC Iyadh Cabani, Gwenaëlle Toulminet, Abdelaziz Bensrhair
2006	—	`conf`	MedIC at ImageCLEF 2006: Automatic Image Categorization and Annotation Using Combined Visual Representations. CLEF Filip Florea, Alexandrina Rogozan, Eugen Barbu, Abdelaziz Bensrhair, Stéfan Jacques Darmoni
2006	—	`conf`	MedIC/CISMeF at ImageCLEF 2006: Image Annotation and Retrieval Tasks. CLEF (Working Notes) Filip Florea, Alexandrina Rogozan, Valeriu Cornea, Abdelaziz Bensrhair, Stéfan Jacques Darmoni
2006	B	`conf`	Medical Image Categorization using a Texture Based Symbolic Description. ICIP Filip Florea, Eugen Barbu, Alexandrina Rogozan, Abdelaziz Bensrhair, Vasile Buzuloiu
2006	—	`conf`	Multi-modal Categorization of Medical Images Using Texture-based Symbolic Representations. PRIS Filip Florea, Eugen Barbu, Alexandrina Rogozan, Abdelaziz Bensrhair
2006	—	`conf`	Object Categorization Using Kernels Combining Graphs and Histograms of Gradients. ICIAR (2) Frédéric Suard, Alain Rakotomamonjy, Abdelaziz Bensrhair
2006	—	`conf`	Using texture-based symbolic features for medical image representation. ICPR (2) Filip Florea, Eugen Barbu, Alexandrina Rogozan, Abdelaziz Bensrhair
2006	J	`jnl`	Vehicle detection by means of stereo vision-based obstacles features extraction and monocular pattern analysis. IEEE Trans. Image Process. Gwenaëlle Toulminet, Massimo Bertozzi, Stéphane Mousset, Abdelaziz Bensrhair, Alberto Broggi
2004	J	`jnl`	Fast And Accurate Stereo Vision-Based Estimation Of 3D Position And Axial Motion Of Road Obstacles. Int. J. Image Graph. Gwenaëlle Toulminet, Stéphane Mousset, Abdelaziz Bensrhair
2000	—	`conf`	Analogue Circuits of a Learning Spiking Neuron Model. IJCNN (4) Nicolas Langlois, Pierre Miché, Abdelaziz Bensrhair
2000	J	`jnl`	Implementation of a 3D Vision System on DSPs TMS320C31. Real Time Imaging Abdelaziz Bensrhair, N. Chafiqui, Pierre Miché
1996	J	`jnl`	Fast and automatic stereo vision matching algorithm based on dynamic programming method. Pattern Recognit. Lett. Abdelaziz Bensrhair, Pierre Miché, R. Debrie