2001 · 51 citations · 4 references
ComputingAutomotive EngineeringAutonomous VehiclesComputer VisionSensor FusionObject DetectionObject Detection FusionObject RecognitionPerson PerceptionVehicle PerceptionVisual TrackingHuman DetectionHuman Presence DetectionMoving Target DetectionPedestrian DetectionPedestrian Detection SystemsPedestrian PerceptionRadar PerceptionVehicle Detection
This paper presents a method for detecting pedestrians on-board a moving vehicle. The perception of the environment is performed through the fusion of an automotive radar sensor and a monocular vision system. The fusion uses a two-step approach for efficient object detection. In the first step, a target-list is generated from the radar sensor. The items in the list are hypotheses for the presents of pedestrians. In a second step, hypotheses are proved by the vision system. This method achieves very large speed-ups compared to a sole image processing solution.
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Sensor Review · 1999 · 6.1K citations · Full text
Natural Sciences, Electrical Engineering, Systems Engineering +9
The Visual Analysis of Human Movement: A Survey
Dariu M. Gavrila · Computer Vision and Image Understanding · 1999 · 1.8K citations
A European proposal for terms of reference in data fusion
Lucien Wald · 1998 · 64 citations · Full text