Abdelaziz Bensrhair

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 31

Top Topics

Convolutional Neural Networks

Pedestrian Recognition

Object Detection

Energy Minimization

Top Venues

Publications

Maxence Chaverot, Maxime Carré, Michel Jourlin, Abdelaziz Bensrhair, Richard Grisel
Improvement of small objects detection in thermal images. Integr. Comput. Aided Eng. 30 (4) (2023)
Andrea Daou, Jean-Baptiste Pothin, Paul Honeine, Abdelaziz Bensrhair
Indoor Scene Recognition Mechanism Based on Direction-Driven Convolutional Neural Networks. Sensors 23 (12) (2023)
Alexandre Jacquemart, Sio-Song Ieng, Mokrane Hadj-Bachir, Abdelaziz Bensrhair, Dominique Gruyer
3-GWD : A Textural and AI-Based Approach for Real-Time Detection of Weather Disturbances Applied to Autonomous Vehicle. ITSC (2023)
Haodi Zhang, Alexandrina Rogozan, Abdelaziz Bensrhair
-point interpolation method to eliminate average precision distortion. Pattern Recognit. Lett. 158 (2022)
Robin Condat, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair
Identifying and Deactivating Unusable Modalities to Improve Multimodal CNN Robustness for Road Scene Understanding. ITSC (2022)
Haodi Zhang, Danut Ovidiu Pop, Alexandrina Rogozan, Abdelaziz Bensrhair
Accelerate High Resolution Image Pedestrian Detection With Non-Pedestrian Area Estimation. IEEE Access 9 (2021)
Maxence Chaverot, Maxime Carré, Michel Jourlin, Abdelaziz Bensrhair, Richard Grisel
Object Detection on Thermal Images: Performance of YOLOv4 Trained on Small Datasets. ESANN (2021)
Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair
Pedestrian Recognition Using Cross-Modality Learning in Convolutional Neural Networks. IEEE Intell. Transp. Syst. Mag. 13 (1) (2021)
Haodi Zhang, Alexandrina Rogozan, Abdelaziz Bensrhair
Cross-modal verification for 3D object detection. ESANN (2021)
Lounès Saadi, Bassem Besbes, Sébastien Kramm, Abdelaziz Bensrhair
Optimizing RGB-D Fusion for Accurate 6DoF Pose Estimation. IEEE Robotics Autom. Lett. 6 (2) (2021)
Lounès Saadi, Bassem Besbes, Sébastien Kramm, Abdelaziz Bensrhair
An RGB-D Refinement Solution for Accurate Object Pose Estimation. ISMAR Adjunct (2021)
Safaâ Dafrallah, Aouatif Amine, Stéphane Mousset, Abdelaziz Bensrhair
Monocular Pedestrian Orientation Recognition Based on Capsule Network for a Novel Collision Warning System. IEEE Access 9 (2021)
Robin Condat, Alexandrina Rogozan, Abdelaziz Bensrhair
GFD-Retina: Gated Fusion Double RetinaNet for Multimodal 2D Road Object Detection. ITSC (2020)
Robin Condat, Alexandrina Rogozan, Abdelaziz Bensrhair
Random Signal Cut for Improving Multimodal CNN Robustness of 2D Road Object Detection. ESANN (2020)
Safaâ Dafrallah, Aouatif Amine, Stéphane Mousset, Abdelaziz Bensrhair
Will Capsule Networks overcome Convolutional Neural Networks on Pedestrian Walking Direction? ITSC (2019)
Danut Ovidiu Pop, Alexandrina Rogozan, Clément Chatelain, Fawzi Nashashibi, Abdelaziz Bensrhair
Multi-Task Deep Learning for Pedestrian Detection, Action Recognition and Time to Cross Prediction. IEEE Access 7 (2019)
Silvère Konlambigue, Jean-Baptiste Pothin, Paul Honeine, Abdelaziz Bensrhair
Performance Evaluation of State-of-the-Art Filtering Criteria Applied to SIFT Features. ISSPIT (2019)
Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair
Improving Pedestrian Recognition using Incremental Cross Modality Deep Learning. ESANN (2019)
Rawia Mhiri, Safa Ouerghi, Rémi Boutteau, Pascal Vasseur, Stéphane Mousset, Abdelaziz Bensrhair
Asynchronous Structure from Motion at Scale. J. Intell. Robotic Syst. 96 (2) (2019)
Imad Rida, Somaya Al-Máadeed, Xudong Jiang, Lunke Fei, Abdelaziz Bensrhair
An Ensemble Learning Method Based on Random Subspace Sampling for Palmprint Identification. ICASSP (2018)
Silvère Konlambigue, Jean-Baptiste Pothin, Paul Honeine, Abdelaziz Bensrhair
Fast and Accurate Gaussian Pyramid Construction by Extended Box Filtering. EUSIPCO (2018)
Wang Fan, Samia Ainouz, Fabrice Mériaudeau, Abdelaziz Bensrhair
Polarization-Based Car Detection. ICIP (2018)
Christophe Bobda, Md Jubaer Hossain Pantho, Cindy Roullet, Abdelaziz Bensrhair, Samia Ainouz
SoC Design Of A Novel Cluster-Based Approach for Real-Time Lane Detection in Low Quality Images. ICDSC (2017)
Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair
Pedestrian recognition through different cross-modality deep learning methods. ICVES (2017)
Fan Wang, Samia Ainouz, Caroline Petitjean, Abdelaziz Bensrhair
Specularity removal: A global energy minimization approach based on polarization imaging. Comput. Vis. Image Underst. 158 (2017)
Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair
Incremental Cross-Modality deep learning for pedestrian recognition. Intelligent Vehicles Symposium (2017)
Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair
Fusion of Stereo Vision for Pedestrian Recognition using Convolutional Neural Networks. ESANN (2017)
Fan Wang, Samia Ainouz, Chunfeng Lian, Abdelaziz Bensrhair
Multimodality semantic segmentation based on polarization and color images. Neurocomputing 253 (2017)
Nawal Alioua, Aouatif Amine, Alexandrina Rogozan, Abdelaziz Bensrhair, Mohammed Rziza
Driver head pose estimation using efficient descriptor fusion. EURASIP J. Image Video Process. 2016 (2016)
Fan Wang, Samia Ainouz, Caroline Petitjean, Abdelaziz Bensrhair
Polarization-based specularity removal method with global energy minimization. ICIP (2016)
Bouchra Boudine, Sébastien Kramm, Nabil El Akkad, Abdelaziz Bensrhair, Abderrahim Saaidi, Khalid Satori
A flexible technique based on fundamental matrix for camera self-calibration with variable intrinsic parameters from two views. J. Vis. Commun. Image Represent. 39 (2016)
Rawia Mhiri, Hichem Maiza, Stéphane Mousset, Khaled Taouil, Pascal Vasseur, Abdelaziz Bensrhair
Obstacle detection using unsynchronized multi-camera network. URAI (2015)
Alina Dana Miron, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair, Alberto Broggi
An Evaluation of the Pedestrian Classification in a Multi-Domain Multi-Modality Setup. Sensors 15 (6) (2015)
Adela-Maria Rus, Alexandrina Rogozan, Laura Diosan, Abdelaziz Bensrhair
Pedestrian recognition using a dynamic modality fusion approach. ICCP (2015)
Nawal Alioua, Aouatif Amine, Abdelaziz Bensrhair, Mohammed Rziza
Estimating driver head pose using steerable pyramid and probabilistic learning. Int. J. Comput. Vis. Robotics 5 (4) (2015)
Adela-Maria Rus, Alexandrina Rogozan, Laura Diosan, Abdelaziz Bensrhair
Pedestrian Recognition by Using a Dynamic Modality Selection Approach. ITSC (2015)
Bassem Besbes, Alexandrina Rogozan, Adela-Maria Rus, Abdelaziz Bensrhair, Alberto Broggi
Pedestrian Detection in Far-Infrared Daytime Images Using a Hierarchical Codebook of SURF. Sensors 15 (4) (2015)
Rawia Mhiri, Pascal Vasseur, Stéphane Mousset, Rémi Boutteau, Abdelaziz Bensrhair
Accurate scale estimation based on unsynchronized camera network. ICIP (2015)
Rawia Mhiri, Pascal Vasseur, Stéphane Mousset, Rémi Boutteau, Abdelaziz Bensrhair
Visual odometry with unsynchronized multi-cameras setup for intelligent vehicle application. Intelligent Vehicles Symposium (2014)
Ajay Mittal, Abdelaziz Bensrhair, Edwin R. Hancock
Obstacle detection by means of stereo feature matching. ICIP (2014)
Adela-Maria Sirbu, Alexandrina Rogozan, Laura Diosan, Abdelaziz Bensrhair
Pedestrian Recognition by Using a Kernel-Based Multi-modality Approach. SYNASC (2014)
Alina Dana Miron, Samia Ainouz, Alexandrina Rogozan, Abdelaziz Bensrhair
A robust cost function for stereo matching of road scenes. Pattern Recognit. Lett. 38 (2014)
Pierre Yver, Sébastien Kramm, Abdelaziz Bensrhair, Edwin Azzam
A novel global color correction method for 3D content. Three-Dimensional Image Processing, Measurement (3DIPM), and Applications (2014)
Fan Wang, Alina Dana Miron, Samia Ainouz, Abdelaziz Bensrhair
Post-aggregation stereo matching method using Dempster-Shafer theory. ICIP (2014)
Yadu Prabhakar, Peggy Subirats, Christèle Lecomte, Eric Violette, Abdelaziz Bensrhair
A lidar-based method for the detection and counting of Powered Two Wheelers. Intelligent Vehicles Symposium (2013)
Yadu Prabhakar, Peggy Subirats, Christèle Lecomte, Damien Vivet, Eric Violette, Abdelaziz Bensrhair
Detection and counting of Powered Two Wheelers by laser scanner in real time on urban expressway. ITSC (2013)
Alina Dana Miron, Abdelaziz Bensrhair, Rean Isabella Fedriga, Alberto Broggi
SWIR images evaluation for pedestrian detection in clear visibility conditions. ITSC (2013)
Nawal Alioua, Aouatif Amine, Mohammed Rziza, Abdelaziz Bensrhair, Driss Aboutajdine
Head pose estimation based on steerable filters and likelihood parametrized function. EUSIPCO (2013)
Yamen Issa, Iyad Dayoub, Abdelaziz Bensrhair
Performance of Inter-Vehicle Relay Network Based IR-UWB. Nets4Cars/Nets4Trains (2013)
Alina Dana Miron, Bassem Besbes, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair
Intensity self similarity features for pedestrian detection in Far-Infrared images. Intelligent Vehicles Symposium (2012)
Sébastien Kramm, Abdelaziz Bensrhair
Obstacle detection using sparse stereovision and clustering techniques. Intelligent Vehicles Symposium (2012)
Amnir Hadachi, Stéphane Mousset, Abdelaziz Bensrhair
Practical testing application of travel time estimation using applied Monte Carlo Method and adaptive estimation from probes. Intelligent Vehicles Symposium (2012)
Alina Dana Miron, Samia Ainouz, Alexandrina Rogozan, Abdelaziz Bensrhair
Towards a robust and fast color stereo matching for intelligent vehicle application. ICIP (2012)
Mohamed El Ansari, Abdenbi Mazoul, Abdelaziz Bensrhair, George Bebis
A real-time spatio-temporal stereo matching for road applications. ITSC (2011)
Amnir Hadachi, Christèle Lecomte, Stéphane Mousset, Abdelaziz Bensrhair
An application of the Sequential Monte Carlo to increase the accuracy of travel time estimation in urban areas. ITSC (2011)
Bassem Besbes, Sonda Ammar, Yousri Kessentini, Alexandrina Rogozan, Abdelaziz Bensrhair
Evidential combination of SVM road obstacle classifiers in visible and far infrared images. Intelligent Vehicles Symposium (2011)
Bassem Besbes, Anca Apatean, Alexandrina Rogozan, Abdelaziz Bensrhair
Combining SURF-based local and global features for road obstacle recognition in far infrared images. ITSC (2010)
Bassem Besbes, Alexandrina Rogozan, Abdelaziz Bensrhair
Pedestrian recognition based on hierarchical codebook of SURF features in visible and infrared images. Intelligent Vehicles Symposium (2010)
Ravi Garg, Rajendra Sahu, Stéphane Mousset, Abdelaziz Bensrhair
Obstacle detection for vehicle navigation by chaining of adoptive declivities using geometrical constrains. ICDIP (2010)
Mohamed El Ansari, Stéphane Mousset, Abdelaziz Bensrhair
Temporal consistent real-time stereo for intelligent vehicles. Pattern Recognit. Lett. 31 (11) (2010)
Mohamed El Ansari, Stéphane Mousset, Abdelaziz Bensrhair, George Bebis
Temporal consistent fast stereo matching for advanced driver assistance systems (ADAS). Intelligent Vehicles Symposium (2010)
Georges Challita, Stéphane Mousset, Fawzi Nashashibi, Abdelaziz Bensrhair
An application of V2V communications : Cooperation of vehicles for a better car tracking using GPS and vision systems. VNC (2009)
Georges Challita, Stéphane Mousset, Fawzi Nashashibi, Abdelaziz Bensrhair
Particle Filters for an Accurate Localization of Communicant Vehicles. ICAS (2009)
Georges Challita, Stéphane Mousset, Fawzi Nashashibi, Abdelaziz Bensrhair
Particle filters for accurate localization of communicant vehicles using GPS and vision systems. AICCSA (2009)
Anca Apatean, Alexandrina Rogozan, Abdelaziz Bensrhair
SVM-based obstacle classification in visible and infrared images. EUSIPCO (2009)
Iyadh Cabani, Gwenaëlle Toulminet, Abdelaziz Bensrhair
Contrast-invariant Obstacle Detection System using Color Stereo Vision. ITSC (2008)
Yaqian Li, Gwenaëlle Toulminet, Abdelaziz Bensrhair
Vehicle detection based on the stereo concept of (axis, width, disparity) symmetry map. ITSC (2008)
Anca Apatean, Alexandrina Rogozan, Abdelaziz Bensrhair
Kernel and Feature Selection for Visible and Infrared based Obstacle Recognition. ITSC (2008)
Sébastien Kramm, Pierre Miché, Abdelaziz Bensrhair
A fuzzy-logic classifier for estimating the reliability of the self calibration of an embedded stereovision system. ITSC (2008)
Frédéric Suard, Alain Rakotomamonjy, Abdelaziz Bensrhair
Kernel on Bag of Paths For Measuring Similarity of Shapes. ESANN (2007)
Mohamed El Ansari, Lhoussaine Masmoudi, Abdelaziz Bensrhair
A new regions matching for color stereo images. Pattern Recognit. Lett. 28 (13) (2007)
Filip Florea, Valeriu Cornea, Alexandrina Rogozan, Abdelaziz Bensrhair, Stéfan Jacques Darmoni
Fusion des approches visuelles et contextuelles pour l'annotation des images médicales. EGC (2007)
Filip Florea, Eugen Barbu, Alexandrina Rogozan, Abdelaziz Bensrhair
Using texture-based symbolic features for medical image representation. ICPR (2) (2006)
Filip Florea, Eugen Barbu, Alexandrina Rogozan, Abdelaziz Bensrhair, Vasile Buzuloiu
Medical Image Categorization using a Texture Based Symbolic Description. ICIP (2006)
Frédéric Suard, Alain Rakotomamonjy, Abdelaziz Bensrhair
Object Categorization Using Kernels Combining Graphs and Histograms of Gradients. ICIAR (2) (2006)
Filip Florea, Alexandrina Rogozan, Valeriu Cornea, Abdelaziz Bensrhair, Stéfan Jacques Darmoni
MedIC/CISMeF at ImageCLEF 2006: Image Annotation and Retrieval Tasks. CLEF (Working Notes) (2006)
Filip Florea, Eugen Barbu, Alexandrina Rogozan, Abdelaziz Bensrhair
Multi-modal Categorization of Medical Images Using Texture-based Symbolic Representations. PRIS (2006)
Filip Florea, Alexandrina Rogozan, Eugen Barbu, Abdelaziz Bensrhair, Stéfan Jacques Darmoni
MedIC at ImageCLEF 2006: Automatic Image Categorization and Annotation Using Combined Visual Representations. CLEF (2006)
Gwenaëlle Toulminet, Massimo Bertozzi, Stéphane Mousset, Abdelaziz Bensrhair, Alberto Broggi
Vehicle detection by means of stereo vision-based obstacles features extraction and monocular pattern analysis. IEEE Trans. Image Process. 15 (8) (2006)
Iyadh Cabani, Gwenaëlle Toulminet, Abdelaziz Bensrhair
A Color Stereo Vision System for Extraction of 3D Edges of Obstacle. ITSC (2006)
Gwenaëlle Toulminet, Stéphane Mousset, Abdelaziz Bensrhair
Fast And Accurate Stereo Vision-Based Estimation Of 3D Position And Axial Motion Of Road Obstacles. Int. J. Image Graph. 4 (1) (2004)
Abdelaziz Bensrhair, N. Chafiqui, Pierre Miché
Implementation of a 3D Vision System on DSPs TMS320C31. Real Time Imaging 6 (3) (2000)
Nicolas Langlois, Pierre Miché, Abdelaziz Bensrhair
Analogue Circuits of a Learning Spiking Neuron Model. IJCNN (4) (2000)
Abdelaziz Bensrhair, Pierre Miché, R. Debrie
Fast and automatic stereo vision matching algorithm based on dynamic programming method. Pattern Recognit. Lett. 17 (5) (1996)