Proceedings of the 2015 International Conference on Intelligent Systems Research and Mechatronics Engineering

Image Matching Algorithm on Wavelet-Edge-SIFT

Authors
Xun Sun, Shun-hua Liu, Zhi-rong Luo, Wei Li
Corresponding Author
Xun Sun
Available Online April 2015.
DOI
https://doi.org/10.2991/isrme-15.2015.93How to use a DOI?
Keywords
wavelet transform; edge detection; SIFT; WES; Image matching
Abstract

Aiming at excessive feature points to be extracted in the SIFT algorithm widely applied in image matching, the paper proposes the following solution strategy: obtaining image edge by wavelet transform, subsequently, applying SIFT algorithm for image matching on the basis of the detected image edge. The result shows that the image edge detection matching WES(Wavelet-Edge-SIFT) algorithm by wavelet transform greatly reduces the calculation amount, it may reduce mismatch, increase matching speed and greatly improve the real-time of algorithm.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2015 International Conference on Intelligent Systems Research and Mechatronics Engineering
Series
Advances in Intelligent Systems Research
Publication Date
April 2015
ISBN
978-94-62520-59-2
ISSN
1951-6851
DOI
https://doi.org/10.2991/isrme-15.2015.93How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Xun Sun
AU  - Shun-hua Liu
AU  - Zhi-rong Luo
AU  - Wei Li
PY  - 2015/04
DA  - 2015/04
TI  - Image Matching Algorithm on Wavelet-Edge-SIFT
BT  - Proceedings of the 2015 International Conference on Intelligent Systems Research and Mechatronics Engineering
PB  - Atlantis Press
SP  - 435
EP  - 440
SN  - 1951-6851
UR  - https://doi.org/10.2991/isrme-15.2015.93
DO  - https://doi.org/10.2991/isrme-15.2015.93
ID  - Sun2015/04
ER  -