DocumentCode
2433176
Title
Development of a fast 3-D object reconstruction technique
Author
Matsuda, Junpei ; Tan, Joo Kooi ; Kim, Hyoungseop ; Ishikawa, Seiji
Author_Institution
Kyushu Inst. of Technol., Kitakyushu
fYear
2007
fDate
17-20 Oct. 2007
Firstpage
2303
Lastpage
2306
Abstract
This paper describes a fast 3-D reconstruction technique using two cameras. The existent 3-D reconstruction techniques using two or more cameras take a lot of processing time. Generally a look-up table is well-known to reduce the processing time of the 3-D reconstruction. However, it is not possible to apply the technique to the 3-D reconstruction employing mobile cameras. Moreover, most of 3-D reconstruction processing is composed of matrix operations resulting in heavy computational load. We propose a fast 3-D reconstruction technique simplifying existent 3-D reconstruction technique using epipolar geometry and a camera rotation matrix. The OpenCV is also employed for fast matrix computation. Performance of the proposed technique is shown by fast 3-D reconstruction of a ladder.
Keywords
computer vision; image reconstruction; matrix algebra; table lookup; video cameras; 3D object reconstruction technique; OpenCV library; camera rotation matrix; epipolar geometry; look-up table; mobile camera; open source computer vision library; Automatic control; Automation; Cameras; Control engineering; Control systems; Geometry; High speed optical techniques; Motion analysis; Table lookup; Three dimensional displays; 3-D reconstruction; OpenCV; camera rotation matrix; epipolar geometry; real time;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems, 2007. ICCAS '07. International Conference on
Conference_Location
Seoul
Print_ISBN
978-89-950038-6-2
Electronic_ISBN
978-89-950038-6-2
Type
conf
DOI
10.1109/ICCAS.2007.4406744
Filename
4406744
Link To Document