A novel image fusion algorithm based on 2D scale-mixing complex wavelet transform and Bayesian MAP estimation for multimodal medical images

A novel image fusion algorithm based on 2D scale-mixing complex wavelet transform and Bayesian MAP estimation for multimodal medical images

In this paper, we propose a new image fusion algorithm based on two-dimensional Scale-Mixing Complex Wavelet Transform (2D-SMCWT). The fusion of the detail 2D-SMCWT coefficients is performed via a Bayesian Maximum a Posteriori (MAP) approach by considering a trivariate statistical model for the loca...

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Bibliographic Details
Main Authors: Abdallah Bengueddoudj, Zoubeida Messali, Volodymyr Mosorov
Format: Article
Language:English
Published: World Scientific Publishing 2017-05-01
Series:Journal of Innovative Optical Health Sciences
Subjects:
Medical imaging
multimodal medical image fusion
scale-mixing complex wavelet transform
MAP Bayes estimation
principal component analysis
Online Access:http://www.worldscientific.com/doi/pdf/10.1142/S1793545817500018

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http://www.worldscientific.com/doi/pdf/10.1142/S1793545817500018

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