Title :
A multibaseline stereo system with active illumination and real-time image acquisition
Author :
Kang, SingBing ; Webb, Jon A. ; Zitnick, Lawrence C. ; Kanade, Takeo
Author_Institution :
Digital Equipment Corp., Cambridge, MA, USA
Abstract :
We describe our implementation of a parallel depth recovery scheme for a four-camera multibaseline stereo in a convergent configuration. Our system is capable of image capture at video rate. This is critical in applications that require three-dimensional tracking. We obtain dense stereo depth data by projecting a light pattern of frequency modulated sinusoidally varying intensity onto the scene, thus increasing the local discriminability at each pixel and facilitating matches. In addition, we make most of the camera view areas by converging them at a volume of interest. Results show that we are able to extract stereo depth data that are, on the average, less than 1 mm in error at distances between 1.5 to 3.5 m away from the cameras
Keywords :
cameras; computer vision; image matching; real-time systems; stereo image processing; tracking; active illumination; camera view areas; convergent configuration; dense stereo depth data; four-camera multibaseline stereo system; frequency modulated sinusoidally varying intensity; light pattern projection; local discriminability; matches; parallel depth recovery scheme; pixel; real-time image acquisition; scene; three-dimensional tracking; video rate image capture; Cameras; Computer science; Data mining; Frequency; Image converters; Layout; Lighting; Real time systems; Robots; Stereo vision;
Conference_Titel :
Computer Vision, 1995. Proceedings., Fifth International Conference on
Conference_Location :
Cambridge, MA
Print_ISBN :
0-8186-7042-8
DOI :
10.1109/ICCV.1995.466802