Multi-cue Pedestrian Detection and Tracking from a Moving Vehicle
International Journal of Computer Vision
Pedestrian detection and tracking with night vision
IEEE Transactions on Intelligent Transportation Systems
Real-time dense stereo for intelligent vehicles
IEEE Transactions on Intelligent Transportation Systems
Combination of Feature Extraction Methods for SVM Pedestrian Detection
IEEE Transactions on Intelligent Transportation Systems
Intelligent automatic overtaking system using vision for vehicle detection
Expert Systems with Applications: An International Journal
Electric scaled vehicle as ITS experimentation platform
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part II
Vision-based active safety system for automatic stopping
Expert Systems with Applications: An International Journal
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This paper describes an improved stereovision system for the anticipated detection of car-to-pedestrian accidents. An improvement of the previous versions of the pedestrian-detection system is achieved by compensation of the camera's pitch angle, since it results in higher accuracy in the location of the ground plane and more accurate depth measurements. The system has been mounted on two different prototype cars, and several real collision-avoidance and collision-mitigation experiments have been carried out in private circuits using actors and dummies, which represents one of the main contributions of this paper. Collision avoidance is carried out by means of deceleration strategies whenever the accident is avoidable. Likewise, collision mitigation is accomplished by triggering an active hood system.