Pedestrian recognition for intelligent transportation systems
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Summary
A distributed learning approach is proposed in order to better deal with pedestrians variability, illumination conditions, partial occlusions and rotations, and the performance of the pedestrian recognition system is enhanced by a multiframe validation process.
- Type
- article
- Published
- 2005-01-01
- Cited by
- 8
- References
- 15
- Access
- Open access
- OpenAlex
- https://openalex.org/W23695039
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:424182
Keywords
Pedestrian, Computer science, Intelligent transportation system, Artificial intelligence, Transport engineering
References
- Reconstruction tridimensionnelle en vision par ordinateur : cas des cameras non etalonnees. (3D reconstruction in computer vision : case of uncalibrated cameras)
- Epipolar Geometry in Stereo, Motion and Object Recognition
- Fuzzy Model Identification Based on Cluster Estimation
- A Trainable System for Object Detection
- Pedestrian recognition in urban traffic using a vehicle based multilayer laserscanner
- Cooperative Fusion for Multi-Obstacles Detection With Use of Stereovision and Laser Scanner
- Road Vehicle Recognition in Monocular Images
- Vision-based pedestrian detection: the PROTECTOR system
- 3D vision sensing for improved pedestrian safety
- Pedestrian detection for driving assistance systems: single-frame classification and system level performance
- Example-Based Object Detection in Images by Components
- Texture Unit, Texture Spectrum, And Texture Analysis
- Computer Vision
- The Nature of Statistical Learning Theory
- The Nature of Statistical Learning Theory
Cited by
- Pedestrian recognition in road sequences
- Pedestrian recognition based on hierarchical codebook of SURF features in visible and infrared images
- Pedestrian Detection Using SVM and Multi-Feature Combination
- Combination of Feature Extraction Methods for SVM Pedestrian Detection
- Visuelle Objekterkennung in dynamischen Umgebungen
- Pedestrian detection aided by fusion of binocular information
- Visuelles Aufmerksamkeitsframework für Roboter in dynamischen Umgebungen
- Occluded Pedestrian Detection Based on Depth Vision Significance in Biomimetic Binocular
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