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 Abdelaziz Bensrhair

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Average citations per article1.59
Citation Count27
Publication count17
Publication years2000-2017
Available for download1
Average downloads per article69.00
Downloads (cumulative)69
Downloads (12 Months)30
Downloads (6 Weeks)5
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17 results found Export Results: bibtexendnoteacmrefcsv

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1 published by ACM
September 2017 ICDSC 2017: Proceedings of the 11th International Conference on Distributed Smart Cameras
Publisher: ACM
Bibliometrics:
Citation Count: 0
Downloads (6 Weeks): 5,   Downloads (12 Months): 30,   Downloads (Overall): 69

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In this paper, we present a novel System on Chip design for real time lane detection approach on low-quality grayscale images. The proposed method leverages the sequential read out from image sensors to progressively build clusters. The decision to allocate pixels to existing lines (clusters) is made on the fly ...
Keywords: Edge Detection, Probabilistic Hough Transform, Region of Interest, Segmentation

2
August 2017 Neurocomputing: Volume 253 Issue C, August 2017
Publisher: Elsevier Science Publishers B. V.
Bibliometrics:
Citation Count: 0

Semantic segmentation gives a meaningful class label to every pixel in an image. It enables intelligent devices to understand the scene and has received sufficient attention during recent years. Traditional imaging systems always apply their methods on RGB, RGB-D or even RGB combined with geometric information. However, for outdoor applications, ...
Keywords: Polarization, Semantic segmentation, Joint boosting

3
May 2017 Computer Vision and Image Understanding: Volume 158 Issue C, May 2017
Publisher: Elsevier Science Inc.
Bibliometrics:
Citation Count: 0

Spatial varying coefficient of diffuse and specular image.A global energy function is constructed based on the independent assumption.A specific constraint to ensure the effectiveness of the final solution.Quantitive result evaluation based on histogram. Concentration of light energy in images causes strong highlights (specular reflection), and challenges the robustness of a ...
Keywords: Diffuse, Polarization, Separation, Specularity removal, Energy minimization

4
August 2016 Journal of Visual Communication and Image Representation: Volume 39 Issue C, August 2016
Publisher: Academic Press, Inc.
Bibliometrics:
Citation Count: 0

Self-calibrate cameras with varying focal length.Automatic estimation of the intrinsic parameters of the camera.Works freely in the domain of self-calibration without any prior knowledge about the scene or on the cameras. We propose a new self-calibration technique for cameras with varying intrinsic parameters that can be computed using only information ...
Keywords: Absolute conic, Self-calibration, Unknown 3 D scene, Fundamental matrix, Variable intrinsic parameters

5
October 2015 International Journal of Computational Vision and Robotics: Volume 5 Issue 4, October 2015
Publisher: Inderscience Publishers
Bibliometrics:
Citation Count: 0

In this paper, we propose a driver head pose estimator based on steerable pyramid transform and probabilistic learning. The steerable pyramid is used to construct a head appearance template for each considered head orientation. Then, we learn the parameters of likelihood function from a training set with a probabilistic approach. ...

6
September 2015 ITSC '15: Proceedings of the 2015 IEEE 18th International Conference on Intelligent Transportation Systems
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 0

Despite many years of research, pedestrian recognition is still a difficult, but very important task. It was proved that concatenating information from multi-modality images improves the recognition accuracy, but with a high computational cost. We present a modality selection approach, which is able to dynamically select the most discriminative modality ...

7
March 2014 Pattern Recognition Letters: Volume 38, March, 2014
Publisher: Elsevier Science Inc.
Bibliometrics:
Citation Count: 1

In this paper different matching cost functions used for stereo matching are evaluated in the context of intelligent vehicles applications. Classical costs are considered, like: sum of squared differences, normalised cross correlation or Census Transform that were already evaluated in previous studies, together with some recent functions that try to ...
Keywords: Cross Comparison Census, Stereo vision, Census Transform, Graph cuts, Matching cost comparison

8
August 2010 Pattern Recognition Letters: Volume 31 Issue 11, August, 2010
Publisher: Elsevier Science Inc.
Bibliometrics:
Citation Count: 4

This paper presents a real-time stereo image sequences matching approach dedicated to intelligent vehicles applications. The main idea of the paper consists in integrating temporal information into the matching scheme. The estimation of the disparity map of an actual frame exploits the disparity map estimated for its preceding frame. An ...
Keywords: Stereo vision, Intelligent vehicles, Stereo image sequences, Temporal consistency, Real-time, Stereo matching

9
May 2010 AQTR '10: Proceedings of the 2010 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR) - Volume 01
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 0

In this article we propose different fusion schemes using information provided by visible and infrared images for road obstacle SVM-based classification. Three approaches for the fusion of VIS and IR information are presented. The early fusion yields a feature vector integrating at the feature level both visual and infrared information. ...

10
April 2009 ICAS '09: Proceedings of the 2009 Fifth International Conference on Autonomic and Autonomous Systems
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 0

This paper presents an accurate localization strategy for vehicles in urban environments by using the communication between vehicles and the vision systems when GPS data is unavailable or has a poor quality of signal due to multitracks or bad satellite visibility. The new generation of the Advanced Driver Assistance Systems ...
Keywords: GPS, particle filter, communication inter vehicle, ADAS, vision

11
May 2008 AQTR '08: Proceedings of the 2008 IEEE International Conference on Automation, Quality and Testing, Robotics - Volume 03
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 0

The detection of an obstacle in a traffic scene situation (obstacle which most often means a pedestrian or a vehicle) is a real challenge due to the outdoor environment and the variety of appearance of the obstacle. In this paper some details about our recognition module applied on visible and ...

12
October 2007 Pattern Recognition Letters: Volume 28 Issue 13, October, 2007
Publisher: Elsevier Science Inc.
Bibliometrics:
Citation Count: 4

This paper deals with the regions matching problem of a pair of color stereoscopic images. The proposed approach is carried out in two main steps. The first step selects the candidate matches, which meet the relative position and the overlapping constraints. The second one finds, among these candidates, the correct ...
Keywords: Color stereo images, Stereo vision, Region matching

13
September 2006 CLEF'06: Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
Publisher: Springer-Verlag
Bibliometrics:
Citation Count: 0

The CISMeF group participated at the automatic annotation task of the 2006 ImageCLEF cross-language image retrieval track, employing the MedIC module. The module is designed to automatically extract annotations using image categorization. For the 2006 ImageCLEF annotation experiments we used two sets of visual representations: the first based on the ...

14
September 2006 ICIAR'06: Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Publisher: Springer-Verlag
Bibliometrics:
Citation Count: 3

This paper presents a method for object categorization. This problem is difficult and can be solved by combining different information sources such as shape or appearance. In this paper, we aim at performing object recognition by mixing kernels obtained from different cues. Our method is based on two complementary descriptions ...

15
August 2006 ICPR '06: Proceedings of the 18th International Conference on Pattern Recognition - Volume 02
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 0

At present time the Internet has become a major source of information and a powerful didactic tool. Furthermore, the development of digital equipment, allows to acquire and store large quantities of medical data, including images. In the context of the CISMeF on-line health-catalogue, our work is centered on the automatic ...

16
August 2006 IEEE Transactions on Image Processing: Volume 15 Issue 8, August 2006
Publisher: IEEE Press
Bibliometrics:
Citation Count: 12

This paper presents a stereo vision system for the detection and distance computation of a preceding vehicle. It is divided in two major steps. Initially, a stereo vision-based algorithm is used to extract relevant three-dimensional (3-D) features in the scene, these features are investigated further in order to select the ...
Keywords: Extraction of three-dimensional (3-D) edges of obstacle, platooning, stereo vision, vehicle detection

17
July 2000 IJCNN '00: Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 4 - Volume 4
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 0

Biological neurons communicate via sequences of calibrated pulses or spikes. The behavior of spiking neurons is the following: input spikes from pre-synaptic neurons are weighted and summed up yielding a value called membrane potential. The membrane potential is time dependent and decays when no spikes are received by the neuron. ...



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