Abdelaziz Bensrhair

According to our database1, Abdelaziz Bensrhair authored at least 84 papers between 1996 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Indoor Scene Recognition Mechanism Based on Direction-Driven Convolutional Neural Networks.
Sensors, 2023

Improvement of small objects detection in thermal images.
Integr. Comput. Aided Eng., 2023

3-GWD : A Textural and AI-Based Approach for Real-Time Detection of Weather Disturbances Applied to Autonomous Vehicle.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022
An enhanced <i>N</i>-point interpolation method to eliminate average precision distortion.
Pattern Recognit. Lett., 2022

Identifying and Deactivating Unusable Modalities to Improve Multimodal CNN Robustness for Road Scene Understanding.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021
Optimizing RGB-D Fusion for Accurate 6DoF Pose Estimation.
IEEE Robotics Autom. Lett., 2021

Pedestrian Recognition Using Cross-Modality Learning in Convolutional Neural Networks.
IEEE Intell. Transp. Syst. Mag., 2021

Accelerate High Resolution Image Pedestrian Detection With Non-Pedestrian Area Estimation.
IEEE Access, 2021

Monocular Pedestrian Orientation Recognition Based on Capsule Network for a Novel Collision Warning System.
IEEE Access, 2021

An RGB-D Refinement Solution for Accurate Object Pose Estimation.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2021

Cross-modal verification for 3D object detection.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Object Detection on Thermal Images: Performance of YOLOv4 Trained on Small Datasets.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2020
GFD-Retina: Gated Fusion Double RetinaNet for Multimodal 2D Road Object Detection.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Random Signal Cut for Improving Multimodal CNN Robustness of 2D Road Object Detection.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019
Asynchronous Structure from Motion at Scale.
J. Intell. Robotic Syst., 2019

Multi-Task Deep Learning for Pedestrian Detection, Action Recognition and Time to Cross Prediction.
IEEE Access, 2019

Will Capsule Networks overcome Convolutional Neural Networks on Pedestrian Walking Direction?
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Performance Evaluation of State-of-the-Art Filtering Criteria Applied to SIFT Features.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019

Improving Pedestrian Recognition using Incremental Cross Modality Deep Learning.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018
Polarization-Based Car Detection.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

An Ensemble Learning Method Based on Random Subspace Sampling for Palmprint Identification.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Fast and Accurate Gaussian Pyramid Construction by Extended Box Filtering.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Multimodality semantic segmentation based on polarization and color images.
Neurocomputing, 2017

Specularity removal: A global energy minimization approach based on polarization imaging.
Comput. Vis. Image Underst., 2017

Incremental Cross-Modality deep learning for pedestrian recognition.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Pedestrian recognition through different cross-modality deep learning methods.
Proceedings of the 2017 IEEE International Conference on Vehicular Electronics and Safety, 2017

SoC Design Of A Novel Cluster-Based Approach for Real-Time Lane Detection in Low Quality Images.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017

Fusion of Stereo Vision for Pedestrian Recognition using Convolutional Neural Networks.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016
A flexible technique based on fundamental matrix for camera self-calibration with variable intrinsic parameters from two views.
J. Vis. Commun. Image Represent., 2016

Driver head pose estimation using efficient descriptor fusion.
EURASIP J. Image Video Process., 2016

Polarization-based specularity removal method with global energy minimization.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
An Evaluation of the Pedestrian Classification in a Multi-Domain Multi-Modality Setup.
Sensors, 2015

Pedestrian Detection in Far-Infrared Daytime Images Using a Hierarchical Codebook of SURF.
Sensors, 2015

Estimating driver head pose using steerable pyramid and probabilistic learning.
Int. J. Comput. Vis. Robotics, 2015

Obstacle detection using unsynchronized multi-camera network.
Proceedings of the 12th International Conference on Ubiquitous Robots and Ambient Intelligence, 2015

Pedestrian Recognition by Using a Dynamic Modality Selection Approach.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Accurate scale estimation based on unsynchronized camera network.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Pedestrian recognition using a dynamic modality fusion approach.
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015

2014
A robust cost function for stereo matching of road scenes.
Pattern Recognit. Lett., 2014

Pedestrian Recognition by Using a Kernel-Based Multi-modality Approach.
Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

Visual odometry with unsynchronized multi-cameras setup for intelligent vehicle application.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Post-aggregation stereo matching method using Dempster-Shafer theory.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Obstacle detection by means of stereo feature matching.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A novel global color correction method for 3D content.
Proceedings of the Three-Dimensional Image Processing, 2014

2013
Performance of Inter-Vehicle Relay Network Based IR-UWB.
Proceedings of the Communication Technologies for Vehicles, 5th International Workshop, 2013

A lidar-based method for the detection and counting of Powered Two Wheelers.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Detection and counting of Powered Two Wheelers by laser scanner in real time on urban expressway.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

SWIR images evaluation for pedestrian detection in clear visibility conditions.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Head pose estimation based on steerable filters and likelihood parametrized function.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Intensity self similarity features for pedestrian detection in Far-Infrared images.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Obstacle detection using sparse stereovision and clustering techniques.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Practical testing application of travel time estimation using applied Monte Carlo Method and adaptive estimation from probes.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Towards a robust and fast color stereo matching for intelligent vehicle application.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
Evidential combination of SVM road obstacle classifiers in visible and far infrared images.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011

An application of the Sequential Monte Carlo to increase the accuracy of travel time estimation in urban areas.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

A real-time spatio-temporal stereo matching for road applications.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

2010
Temporal consistent real-time stereo for intelligent vehicles.
Pattern Recognit. Lett., 2010

Pedestrian recognition based on hierarchical codebook of SURF features in visible and infrared images.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010

Temporal consistent fast stereo matching for advanced driver assistance systems (ADAS).
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010

Combining SURF-based local and global features for road obstacle recognition in far infrared images.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Obstacle detection for vehicle navigation by chaining of adoptive declivities using geometrical constrains.
Proceedings of the Second International Conference on Digital Image Processing, 2010

2009
An application of V2V communications : Cooperation of vehicles for a better car tracking using GPS and vision systems.
Proceedings of the IEEE Vehicular Networking Conference, 2009

Particle Filters for an Accurate Localization of Communicant Vehicles.
Proceedings of the Fifth International Conference on Autonomic and Autonomous Systems, 2009

SVM-based obstacle classification in visible and infrared images.
Proceedings of the 17th European Signal Processing Conference, 2009

Particle filters for accurate localization of communicant vehicles using GPS and vision systems.
Proceedings of the 7th IEEE/ACS International Conference on Computer Systems and Applications, 2009

2008
Vehicle detection based on the stereo concept of (axis, width, disparity) symmetry map.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

A fuzzy-logic classifier for estimating the reliability of the self calibration of an embedded stereovision system.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

Contrast-invariant Obstacle Detection System using Color Stereo Vision.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

Kernel and Feature Selection for Visible and Infrared based Obstacle Recognition.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

2007
A new regions matching for color stereo images.
Pattern Recognit. Lett., 2007

Fusion des approches visuelles et contextuelles pour l'annotation des images médicales.
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

Kernel on Bag of Paths For Measuring Similarity of Shapes.
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006
Vehicle detection by means of stereo vision-based obstacles features extraction and monocular pattern analysis.
IEEE Trans. Image Process., 2006

Multi-modal Categorization of Medical Images Using Texture-based Symbolic Representations.
Proceedings of the Pattern Recognition in Information Systems, 2006

A Color Stereo Vision System for Extraction of 3D Edges of Obstacle.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

Using texture-based symbolic features for medical image representation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Medical Image Categorization using a Texture Based Symbolic Description.
Proceedings of the International Conference on Image Processing, 2006

Object Categorization Using Kernels Combining Graphs and Histograms of Gradients.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

MedIC/CISMeF at ImageCLEF 2006: Image Annotation and Retrieval Tasks.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

MedIC at ImageCLEF 2006: Automatic Image Categorization and Annotation Using Combined Visual Representations.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

2004
Fast And Accurate Stereo Vision-Based Estimation Of 3D Position And Axial Motion Of Road Obstacles.
Int. J. Image Graph., 2004

2000
Implementation of a 3D Vision System on DSPs TMS320C31.
Real Time Imaging, 2000

Analogue Circuits of a Learning Spiking Neuron Model.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1996
Fast and automatic stereo vision matching algorithm based on dynamic programming method.
Pattern Recognit. Lett., 1996


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