Title :
Projected texture stereo
Author_Institution :
Willow Garage, Menlo Park, CA, USA
Abstract :
Passive stereo vision is widely used as a range sensing technology in robots, but suffers from dropouts: areas of low texture where stereo matching fails. By supplementing a stereo system with a strong texture projector, dropouts can be eliminated or reduced. This paper develops a practical stereo projector system, first by finding good patterns to project in the ideal case, then by analyzing the effects of system blur and phase noise on these patterns, and finally by designing a compact projector that is capable of good performance out to 3m in indoor scenes. The system has been implemented and has excellent depth precision and resolution, especially in the range out to 1.5m.
Keywords :
image matching; robot vision; stereo image processing; compact projector; depth precision; passive stereo vision; phase noise; projected texture stereo; range sensing technology; robots; stereo matching; system blur; texture projector; Cameras; Layout; Pattern analysis; Pattern matching; Robotics and automation; Simulated annealing; Stereo vision; Surface reconstruction; Surface texture; USA Councils;
Conference_Titel :
Robotics and Automation (ICRA), 2010 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4244-5038-1
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2010.5509796