Title :
Real-time stereo processing, obstacle detection, and terrain estimation from vehicle-mounted stereo cameras
Author :
Mandelbaum, R. ; McDowell, L. ; Bogoni, L. ; Reich, B. ; Hansen, M.
Author_Institution :
Vision Technol. Lab., Sarnoff Corp., Princeton, NJ, USA
Abstract :
We use Sarnoff´s next-generation video processor, the PVT-200, to demonstrate real-time algorithms for stereo processing, obstacle detection, and terrain estimation from stereo cameras mounted on a moving vehicle. Sarnoff´s stereo processing and obstacle detection capabilities are currently being used in several Unmanned Ground Vehicle (UGV) programs, including MDARS-E and DEMO III. Sarnoff´s terrain estimation capabilities are founded on a “model-based directed stereo” approach. We demonstrate ongoing collaborative research between Sarnoff and Universitat der Bundeswehr Munchen, where we are studying vision processing for autonomous off-road navigation as part of the AUTONAV program
Keywords :
mobile robots; real-time systems; robot vision; stereo image processing; Unmanned Ground Vehicle; obstacle detection; off-road navigation; stereo processing; terrain estimation; vehicle-mounted stereo cameras; vision processing; Cameras; Collaboration; Hardware; Laboratories; Mobile robots; Navigation; Pixel; Remotely operated vehicles; System analysis and design; Vehicle detection;
Conference_Titel :
Applications of Computer Vision, 1998. WACV '98. Proceedings., Fourth IEEE Workshop on
Conference_Location :
Princeton, NJ
Print_ISBN :
0-8186-8606-5
DOI :
10.1109/ACV.1998.732909