[Insight-users] ITKBsplineSyN learning rate
Luis Ibanez
luis.ibanez at kitware.com
Thu Jan 23 09:20:30 EST 2014
Hi Ema,
After reading Brian's and Nick's answers to your more recent post,
I realized that I missed line 407:
https://github.com/InsightSoftwareConsortium/ITK/blob/master/Modules/Registration/RegistrationMethodsv4/include/itkSyNImageRegistrationMethod.hxx#L407
RealType localNorm = 0;
for( unsigned int d = 0; d < ImageDimension; d++ )
{
localNorm += vnl_math_sqr( vector[d] / spacing[d] );
}
localNorm = vcl_sqrt( localNorm );
Where the spacing of the image is already taken into account while
computing the norm.
So,
the LearningRate is indeed to be set as a ratio (not related to units), and
as Nick and Brian suggest, starting with something between 0.1 and 0.25.
My apologies for the confusion
Luis
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