DocumentCode
1798546
Title
An improved stereo matching algorithm based on corner points
Author
Fang-ping Liu ; Pei Wang
Author_Institution
Coll. of Electron. & Inf. Eng, Shanghai Normal Univ., Shanghai, China
fYear
2014
fDate
7-9 July 2014
Firstpage
120
Lastpage
123
Abstract
The corners of Harris extracted based on the image gray gradient always have detection bias, because of the unclear gray gradient near the corners. In this paper, the `virtual corner´ is proposed, and the environmental difference also be introduced as a criterion. It can adjust the cruel of the competitive mechanism between corners adaptively. And it can reach a good matching result by combining with singular value decomposition. Experiments show that, this algorithm does not affect the corner matching speed, and the matching precision of corner points have greatly improved.
Keywords
feature extraction; image colour analysis; image matching; stereo image processing; Harris corner extraction; corner points; image gray gradient; stereo matching algorithm; Accuracy; Algorithm design and analysis; Cost function; Educational institutions; Image matching; Matrix decomposition; Singular value decomposition; environmental difference; harris matching; virtual corner;
fLanguage
English
Publisher
ieee
Conference_Titel
Audio, Language and Image Processing (ICALIP), 2014 International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4799-3902-2
Type
conf
DOI
10.1109/ICALIP.2014.7009769
Filename
7009769
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