4.6 Article

Medical image fusion using discrete fractional wavelet transform

期刊

BIOMEDICAL SIGNAL PROCESSING AND CONTROL
卷 27, 期 -, 页码 103-111

出版社

ELSEVIER SCI LTD
DOI: 10.1016/j.bspc.2016.02.008

关键词

Medical image fusion; Fractional wavelet transform; Wavelet; Multiresolution analysis

资金

  1. National Natural Science Foundation of China [61371041]
  2. Science Foundation of Aeronautics of China [2013ZD52055]
  3. Fundamental Research Funds of Education Bureau of Anhui Province of China [KJ2014A239, KJ2016A671]
  4. Fundamental Research Funds of the Leading Academic Discipline Project of Huainan Normal University of China [2014xk20zd]

向作者/读者索取更多资源

A multimodal medical image fusion method based on discrete fractional wavelet (DFRWT) is presented in this paper. With a change in p order in domain (0,1], source medical images are decomposed by DFRWT in different p order. The sparsity character of the mode coefficients in subband images changes. According to the method, to enhance the correlation between subband coefficients, the non-sparsity character of the mode coefficients in low p order should be utilized. The coefficients of the all subbands are fused using the weighted regional variance rule. Finally, inverse DFRWT is applied to obtain a fused image. Subjective and objective analyses of the results and comparisons with other multiresolution domain techniques show the effectiveness of the proposed scheme in fusing multimodal medical images. (C) 2016 Elsevier Ltd. All rights reserved.

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