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A New Method on Super Pixel Reducing Stereo Matching Time of Integrated Imaging.

Authors :
Wang, Xue-Guang
Li, Ming
Zhang, Lei
Zhao, Hui
Palaoag, Thelma D.
Source :
International Journal of Pattern Recognition & Artificial Intelligence; Mar2021, Vol. 35 Issue 04, pN.PAG-N.PAG, 17p
Publication Year :
2021

Abstract

Stereo vision and 3D reconstruction technologies are increasingly concerned in many fields. Stereo matching algorithm is the core of stereo vision and also a technical difficulty. A novel method based on super pixels is mentioned in this paper to reduce the calculating amount and the time. Stereo images from University of Tsukuba are used to test our method. The proposed method spends only 1% of the time spent by the conventional method. Through a two-step super-pixel matching optimization, it takes 6.72 s to match a picture, which is 12.96% of the pre-optimization. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02180014
Volume :
35
Issue :
04
Database :
Complementary Index
Journal :
International Journal of Pattern Recognition & Artificial Intelligence
Publication Type :
Academic Journal
Accession number :
149758127
Full Text :
https://doi.org/10.1142/S0218001421540148