Medical image fusion by wavelet transform modulus maxima

Qu Guihong, Zhang Dali, Yan Pingfan
2001 Optics Express  
Medical image fusion has been used to derive useful information from multimodality medical image data. In this research, we propose a novel method for multimodality medical image fusion. Using wavelet transform, we achieved a fusion scheme. A fusion rule is proposed and used for calculating the wavelet transformation modulus maxima of input images at different bandwidths and levels. To evaluate the fusion result, a metric based on mutual information (MI) is presented for measuring fusion
more » ... The performances of other two methods of image fusion based on wavelet transform are briefly described for comparison. The experiment results demonstrate the effectiveness of the fusion scheme.
doi:10.1364/oe.9.000184 pmid:19421288 fatcat:vq7uiax6t5cpjn3pfbkk5v3nbi