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
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;
Conference_Titel :
Audio, Language and Image Processing (ICALIP), 2014 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4799-3902-2
DOI :
10.1109/ICALIP.2014.7009769