Research of SIFT matching algorithm in binocular vision

Shihua Liang; Wei Wu; Liting Lin; Xining Wang

doi:10.1117/12.902894

2 December 2011 Research of SIFT matching algorithm in binocular vision

Shihua Liang, Wei Wu, Liting Lin, Xining Wang

Proceedings Volume 8004, MIPPR 2011: Pattern Recognition and Computer Vision; 80041B (2011) https://doi.org/10.1117/12.902894
Event: Seventh International Symposium on Multispectral Image Processing and Pattern Recognition (MIPPR2011), 2011, Guilin, China

Abstract

According to that the SIFT algorithm contains contour property in the process of computation of scale-space, this paper proposes an improved SIFT algorithm named Contour directed-SIFT to offset the flaws of real-time in SIFT algorithm. In order to improve the accuracy of SIFT algorithm, the paper improve the Contour directed-SIFT algorithm using the epipolar constraint. Taking the two aspects above, a new matching algorithm based on SIFT algorithm in binocular vision is proposed. This algorithm can assure the real-time and accuracy in matching images, which can be applied in matching of massive features of tridimensional vision.

Citation Download Citation

Shihua Liang, Wei Wu, Liting Lin, and Xining Wang "Research of SIFT matching algorithm in binocular vision", Proc. SPIE 8004, MIPPR 2011: Pattern Recognition and Computer Vision, 80041B (2 December 2011); https://doi.org/10.1117/12.902894

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
6 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Image processing

Communication engineering

Convolution

Algorithm development

Computer vision technology

Current controlled current source

Image acquisition

Show All Keywords

Keywords/Phrases

Search In:

Publication Years