Efficient Stereo Matching with Decoupled Dissimilarity Measure Using Successive Weighted Summation
Joint Authors
Lee, Shih-Tseng
Wang, Huai-Ming
He, Kai
Lee, Chung-Fu
Chang, Yau-Zen
Zhu, Cheng-Tao
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-01-16
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
Developing matching algorithms from stereo image pairs to obtain correct disparity maps for 3D reconstruction has been the focus of intensive research.
A constant computational complexity algorithm to calculate dissimilarity aggregation in assessing disparity based on separable successive weighted summation (SWS) among horizontal and vertical directions was proposed but still not satisfactory.
This paper presents a novel method which enables decoupled dissimilarity measure in the aggregation, further improving the accuracy and robustness of stereo correspondence.
The aggregated cost is also used to refine disparities based on a local curve-fitting procedure.
According to our experimental results on Middlebury benchmark evaluation, the proposed approach has comparable performance when compared with the selected state-of-the-art algorithms and has the lowest mismatch rate.
Besides, the refinement procedure is shown to be capable of preserving object boundaries and depth discontinuities while smoothing out disparity maps.
American Psychological Association (APA)
Zhu, Cheng-Tao& Chang, Yau-Zen& Wang, Huai-Ming& He, Kai& Lee, Shih-Tseng& Lee, Chung-Fu. 2014. Efficient Stereo Matching with Decoupled Dissimilarity Measure Using Successive Weighted Summation. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-9.
https://search.emarefa.net/detail/BIM-447784
Modern Language Association (MLA)
Zhu, Cheng-Tao…[et al.]. Efficient Stereo Matching with Decoupled Dissimilarity Measure Using Successive Weighted Summation. Mathematical Problems in Engineering No. 2014 (2014), pp.1-9.
https://search.emarefa.net/detail/BIM-447784
American Medical Association (AMA)
Zhu, Cheng-Tao& Chang, Yau-Zen& Wang, Huai-Ming& He, Kai& Lee, Shih-Tseng& Lee, Chung-Fu. Efficient Stereo Matching with Decoupled Dissimilarity Measure Using Successive Weighted Summation. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-9.
https://search.emarefa.net/detail/BIM-447784
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-447784