2005 · 126 citations · 7 references
ComputingAutonomous SystemsComputer ScienceComputer VisionMachine VisionRobot Vision3D ReconstructionDepth EstimationDepth PerceptionGesture RecognitionScene ReconstructionStereo Vision3D Obstacle DetectionAutonomous Navigation ArchitecturesAutonomous Vehicle NavigationImage RectificationStereo Image RectificationStereo MatchingStereo Vision Obstacle DetectionVision-based Navigation
This paper describes the DeepSea Stereo Vision System which makes the use of high speed 3D images practical in many application domains. This system is based on the DeepSea processor, an ASIC, which computes absolute depth based on simultaneously captured left and right images with high frame rates, low latency, and low power. The chip is capable of running at 200 frames per second with 512x480 images, with only 13 scan lines latency between data input and first depth output. The DeepSea Stereo Vision System includes a stereo camera, onboard image rectification, and an interface to a general purpose processor over a PCI bus. We conclude by describing several applications implemented with the DeepSea system including person tracking, obstacle detection for autonomous navigation, and gesture recognition.
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Background estimation and removal based on range and color
G. Gordon, Trevor Darrell, M. Harville et al. · 2003 · 165 citations
Improvements in real-time correlation-based stereo vision
Heiko Hirschmüller · 2002 · 144 citations