Open Access

ARTICLE

Multi-Focus Image Region Fusion and Registration Algorithm with Multi-Scale Wavelet

by Hai Liu^1,*, Xiangchao Zhou^2,3

1 Guangdong Polytechnic of Science and Technology, Guangzhou, 510663, China
2 Hunan Agricultural University, Changsha, 410125, China
3 Shenzhen Intelligent Sichuang Technology Co., Ltd., Shenzhen, 518015, China

* Corresponding Author: Hai Liu. Email:

Intelligent Automation & Soft Computing 2020, 26(6), 1493-1501. https://doi.org/10.32604/iasc.2020.012159

Received 17 June 2020; Accepted 29 July 2020; Issue published 24 December 2020

Abstract

Aiming at the problems of poor brightness control effect and low registration accuracy in traditional multi focus image registration, a wavelet multi-scale multi focus image region fusion registration method is proposed. The multi-scale Retinex algorithm is used to enhance the image, the wavelet decomposition similarity analysis is used for image interpolation, and the EMD method is used to decompose the multi focus image. Finally, the image reconstruction is completed and the multi focus image registration is realized. In order to verify the multi focus image fusion registration effect of different methods, a comparative experiment was designed. Experimental results show that the proposed method can control the image brightness in a reasonable range, the root mean square error of image region fusion registration algorithm is less than 5, and the image registration accuracy is high. This method can achieve multi focus image region fusion registration.

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Citations