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3D Gabor wavelets for evaluating SPM normalization algorithm by Linlin Shen; Li Bai is a Medicine article available to read on EtoBox.
What is 3D Gabor wavelets for evaluating SPM normalization algorithm about?
A Gabor wavelets based method is proposed in this paper for evaluating and tuning the parameters of image registration algorithms. We propose a 3D local anatomical structure descriptor, namely the Maximum Responded Gabor Wavelet (MRGW), for measuring registration quality based on anatomical variability of registered images. The effectiveness of the descriptor is demonstrated through a practical application, using the variance of MRGW response to tune parameters of a nonlinear spatial normalization algorithm, which is part of the popular software package for medical image processing - the Statistical Parametric Mapping (SPM).
Who reads 3D Gabor wavelets for evaluating SPM normalization algorithm?
It is typically read by researchers, students, and practitioners in Medicine.
- Author
- Linlin Shen; Li Bai
- Publisher
- Elsevier Science; Elsevier ; Elsevier BV (ISSN 1361-8415)
- Published
- 2008
- Language
- EN
- Field
- Medicine (Physical Sciences)