Image Matching Algorithm on Wavelet-Edge-SIFT
- https://doi.org/10.2991/isrme-15.2015.93How to use a DOI?
- wavelet transform; edge detection; SIFT; WES; Image matching
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.
- © 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 -