Title :
A stereo machine for video-rate dense depth mapping and its new applications
Author :
Kanade, Takeo ; Yoshida, Atsushi ; Oda, Kazuo ; Kano, Hiroshi ; Tanaka, Masaya
Author_Institution :
Robotics Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
We have developed a video-rate stereo machine that has the capability of generating a dense depth map at the video rate. The performance bench marks of the CMU video-rate stereo machine are: 1) multi-image input of up to 6 cameras; 2) throughput of 30 million point×disparity measurement per second; 3) frame rate of 30 frame/sec; 4) a dense depth map of up to 256×240 pixels; 5) disparity search range of up to 60 pixels; 6) high precision of depth output up to 8 bits (with interpolation). The capability of passively producing such a dense depth map (3D representation) of a scene at the video rate can open up a new class of applications of 3D vision: merging real and virtual worlds in real time
Keywords :
computer vision; stereo image processing; 3D representation; 3D vision; CMU video-rate stereo machine; dense depth mapping; performance bench marks; video-rate; Cameras; Density measurement; Head; Layout; Merging; Optical distortion; Pixel; Real time systems; Throughput; Velocity measurement;
Conference_Titel :
Computer Vision and Pattern Recognition, 1996. Proceedings CVPR '96, 1996 IEEE Computer Society Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-8186-7259-5
DOI :
10.1109/CVPR.1996.517074