DocumentCode
2039001
Title
Shape reconstruction using phase only correlation and dynamic programming
Author
Tanaka, Toshiyuki ; Watanabe, Taku
Author_Institution
Fac. of Sci. & Technol., Keio Univ., Yokohama, Japan
fYear
2011
fDate
13-18 Sept. 2011
Firstpage
2726
Lastpage
2729
Abstract
In recent times, device such as mobiles and digital cameras have begun incorporating the function of 3D shape reconstruction. To incorporate this function in portable camera devices (1) the following requirements of 3D shape reconstruction, (2) low computation cost, and (3) versatility. In this study, we use the parallel stereo method, which involves the solution of the stereo matching problem (refer to section 2). This problem prevents the achievement of the above three requirements. Therefore, to incorporate 3D shape reconstruction in portable devices, we propose two methods: (1) 1D phase-only correlation (1D POC) using multiple resolution images and(2) dynamic programming using the correlation value provided by 1D POC. We achieved low computation cost and accurate stereo matching for the former method and improvement of accuracy dispersion of stereo matching for the latter method.
Keywords
dynamic programming; image matching; image reconstruction; image resolution; shape recognition; solid modelling; stereo image processing; 3D shape reconstruction; accuracy dispersion; computation cost; dynamic programming; multiple resolution images; parallel stereo method; phase only correlation; portable camera devices; stereo matching problem; versatility; Accuracy; Cameras; Dynamic programming; Image reconstruction; Shape; Stereo vision; Three dimensional displays; 3D reconstruction; Dynamic programming; Phase-only correlation;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference (SICE), 2011 Proceedings of
Conference_Location
Tokyo
ISSN
pending
Print_ISBN
978-1-4577-0714-8
Type
conf
Filename
6060442
Link To Document