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2018 | OriginalPaper | Chapter

A Multi-scale Image Registration Algorithm Based on Wavelet Transform

Authors : Qingfeng Sun, Jixiang Zhang

Published in: Communications, Signal Processing, and Systems

Publisher: Springer Singapore

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Abstract

Image registration has been an attractive research area of image processing; it has wider applications in many fields such as pattern recognition, image fusion, computer vision, and other practical problems. Due to the multi-resolution features, wavelet becomes the focus of research new algorithm and improves the traditional matching algorithm. Based on the study of traditional Harris corner detection algorithm, combined with wavelet transform, proposed an image registration algorithm based on the wavelet edge detection and Harris corner detection.

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Title: A Multi-scale Image Registration Algorithm Based on Wavelet Transform
Authors: Qingfeng Sun
Jixiang Zhang
Publisher: Springer Singapore
Book: Communications, Signal Processing, and Systems
Print ISBN: 978-981-10-3228-8

Electronic ISBN: 978-981-10-3229-5

Copyright Year: 2018
DOI: https://doi.org/10.1007/978-981-10-3229-5_93