2003 · 31 citations · 5 references
ComputingAutomotive EngineeringAutonomous SystemsAutonomous VehiclesComputer VisionMachine VisionObject DetectionObject RecognitionPattern RecognitionStereo VisionVehicle PerceptionCamera SystemsCar-following ModelsDiscrete Surface RepresentationObject Detection In Autonomous DrivingRotation SymmetrySymmetry DetectionSymmetry ExtractionVehicle Detection
CARTRACK is a computer vision system that can reliably detect, track, and measure vehicle rears in images from a video camera in a following car. The system exploits the symmetry property typical for the rear of most vehicles on normal roads. The authors present two novel methods for detecting mirror symmetry in images, one based directly on the intensity values and another one based on a discrete representation of local orientation. CARTRACK has been used for realtime experiments with test vehicles of Volkswagen and Daimler-Benz.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
5