2006 · 14 citations · 8 references
ComputingAutomotive EngineeringComputer ScienceComputer VisionSensor FusionVehicle Safety EngineeringEdge DetectionFeature-level FusionImage FusionObject DetectionObject RecognitionMulti-sensor FusionMultisensor FusionSensor-level FusionVehicle DetectionVehicle Location Monitoring
Preceding vehicle detection is a major research field of safety assistant driving system. This paper proposed a preceding vehicle detection method based on multi-characteristics fusion. First, the areas of interesting for preceding vehicles are established by using the bottom shadows. Then the preceding vehicles are identified through the fusion of vehicle margin characteristics, texture characteristics and vertical edge symmetry. Finally, vehicle location can be acquired by means of vehicle margin information. Experimental results show that this method has good reliability and accuracy.
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Forward collision warning with a single camera
Esther A Dagan, Omer Mano, Gideon Stein et al. · 2004 · 268 citations
Multiple vehicle detection and tracking in hard real-time
Margrit Betke, E. Haritaoglu, L.S. Davis · 2002 · 130 citations