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During the executing phase, the sensed image is sent to the WGOH descriptor to extract a feature vector and then feed it into the DMELA-trained TNFN to estimate affine transformations parameters.
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To validate the image registration techniques, VOItest were transformed according to the transformation parameters obtained (resulting in VOIreg).
The moving volume was transformed using these new transformation parameters to create a new temporary moving volume that was then used during the next iteration.
During development of the transformation protocol, transformation parameters were modified until paromomycin-resistant transformants were obtained (see below).
The raw data image was transformed to the template image and the resulting transformation parameters were then applied to the corresponding subject's parametric V3″ image.
Transformation parameters for structural image segmentation and normalisation of were then applied to transforming participants' functional data into normalised images in standard space.
Table 5 Number of solvable transformation parameters Space PA CPA IPA Translation Angle Scale Total Translation Angle Scale Total Translation Angle Scale Total 3D 3D3D1 7 3D3D1 7 3D3D1 7 2D 3D3D1 7 0–3D0–3D1 1–7 3D3D1 7 1D 3D0–2 1 4–6 3D0–2 1 4–6 3D0–2 1 4–6.
Finally, the transformation parameters are computed with DQA, OMA and PA.
The transformation parameters are updated as a result of the minimization of the cost function.
This mapping procedure results in a 3×4H matrix that contains the transformation parameters.
The transformation parameters used for coregistration also have direct influence on the interpolation effects.
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