Automatic Registration Method for Leather Section Image using SIFT and Wavelet Transform

Xin Zhang, Jinyong Cheng, Huayong Zhang

Abstract

Image registration is one of the hot topics of image processing, which has been widely concerned by researchers. However, most existing image registration methods are inefficient and inaccuracy. Thus, this paper proposes an efficient method that uses multi-resolution wavelet transform to process the original images. This method utilizes decomposition and reconstruction of two-layered wavelet to eliminate the error matching points effectively. Experimental results show that this method has a better robustness, which can not only get more key points but also improve the correct matching rate greatly.

References

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Paper Citation


in Harvard Style

Zhang X., Cheng J. and Zhang H. (2016). Automatic Registration Method for Leather Section Image using SIFT and Wavelet Transform . In ISME 2016 - Information Science and Management Engineering IV - Volume 1: ISME, ISBN 978-989-758-208-0, pages 53-57. DOI: 10.5220/0006443600530057


in Bibtex Style

@conference{isme16,
author={Xin Zhang and Jinyong Cheng and Huayong Zhang},
title={Automatic Registration Method for Leather Section Image using SIFT and Wavelet Transform},
booktitle={ISME 2016 - Information Science and Management Engineering IV - Volume 1: ISME,},
year={2016},
pages={53-57},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006443600530057},
isbn={978-989-758-208-0},
}


in EndNote Style

TY - CONF
JO - ISME 2016 - Information Science and Management Engineering IV - Volume 1: ISME,
TI - Automatic Registration Method for Leather Section Image using SIFT and Wavelet Transform
SN - 978-989-758-208-0
AU - Zhang X.
AU - Cheng J.
AU - Zhang H.
PY - 2016
SP - 53
EP - 57
DO - 10.5220/0006443600530057