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Ryu and Oh [75] segment the face, and using a number of heuristics about the geometry of facial components of interest, develop a face template based on genetic algorithm, and apply multilayer perceptrons as nonlinear templates at the landmark level.
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ICBM 2009c Nonlinear Asymmetric template was selected to generate the head model for this study.
Unfortunately, the necessity of the coupled multilayered computational structure with nonlinear, space-variant templates does not make it possible to utilize the huge computing power of the analog CNN-UM chips.
Depositing specific materials, such as polymers and nonlinear materials, into porous templates allows new structures to be tailored [11].
Then, each subject's tract probability of the precentral corticospinal tract was transformed to the T1 template using nonlinear transformation as described above.
DBM retains all of the MRI data, and uses high-dimensional nonlinear registration to the template.
The functional images were spatially normalized [Friston et al., 1995a] to a standard MNI-305 template using nonlinear basis functions.
The high spatial correspondence between each T1 image and the reference template following nonlinear registration precluded the need to manually place thalamic masks on individual T1 images.
The parameters for affine and nonlinear transformation into a template of T1-weighted images that was already fitted to a standard stereotaxic space (Montreal Neurological Institute [MNI] template) were estimated based on the high-resolution 3D T1-weighted MR images using the least-square means (Friston et al. 1995b).
After aligning all of the individual FA images to a standard-space template using nonlinear registration, the mean FA image was derived and thinned to generate a mean skeleton that embodied the center of all tracts derived from the whole group.
The clinical application of diffusion tensor analysis with the semi-automatic methods reported by Koyama et al. [ 27] used in our study presents a novel attempt to use standard brain conversion by means of nonlinear registration and reproducible template ROIs for data analysis.
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