Title :
A proposal of quasi multi-baseline-stereo measuring method with single camera for reducing occlusion
Author :
Watanabe, Takashi ; Kusano, Akira ; Fujiwara, Takayuki ; Koshimizu, Hiroyasu
Author_Institution :
Chukyo Univ., Aichi
Abstract :
In this paper, the robust 3D image measurement method is proposed to suppress the occlusion by proposing a quasi multi-baseline-stereo method based on a single camera configuration. We have no way to suppress completely the "occlusion problem" in the field of stereo geometry. In order to cope with this problem, multi-baseline-stereo configuration is often adopted and basically effective. This paper proposes a new configuration of the stereo measurement by means of a single camera, mechanical feeder of the object, image processing for baseline calibration, and especially a diagonal feeding of the object in front of the camera. The concept of this method is to realize a pair of stereo geometries on the stereo configuration of a single camera and a mechanical feeder. It is technically noted that the base line of this single camera stereo was precisely calibrated by the image processing procedure in both horizontal and vertical directions. This proposed system with the simple hardware composition could be applicable to several kinds of 3D measurements in several industrial fields.
Keywords :
computer vision; hidden feature removal; stereo image processing; image processing; mechanical feeder; multibaseline stereo measurement configuration; occlusion reduction; quasi multibaseline-stereo measuring method; robust 3D image measurement; single camera stereo configuration; stereo geometry; Data mining; Feature extraction; Geometry; Image processing; Information science; Mechanical variables measurement; Proposals; Shape measurement; Smart cameras; Stereo vision; Computer vision; Diagonal parts feeding; Image processing; Occlusion; Single camera stereo measurement;
Conference_Titel :
SICE, 2007 Annual Conference
Conference_Location :
Takamatsu
Print_ISBN :
978-4-907764-27-2
Electronic_ISBN :
978-4-907764-27-2
DOI :
10.1109/SICE.2007.4421079