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Wavelet-related tests and corresponding fixes to WaveletOperator and WaveletNorm #1665
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MargaretDuff
merged 17 commits into
TomographicImaging:wavelet_regularisation
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tommheik:wavelet_regularisation
Jan 31, 2024
Merged
Wavelet-related tests and corresponding fixes to WaveletOperator and WaveletNorm #1665
MargaretDuff
merged 17 commits into
TomographicImaging:wavelet_regularisation
from
tommheik:wavelet_regularisation
Jan 31, 2024
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- Added string-based `correlation` keywords for defining decomposition `axes`. Specifying `axes` still takes priority though. This is similar behaviour as `GradientOperator` - Added string-based convolution boundary condition `bnd_cond` to set the wavelet extension mode. This is similar behaviour as `GradientOperator` - Removed special case for `VectorGeometry`, the user should give the geometry as with 2D and 3D. There was no reason to have this behaviour.
The size of `range_geometry` is now checked upon initialization to make sure its size matches the wavelet coefficient array size.
- Now correctly checks if the wavelet is orthogonal (previously biorthogonal wavelets would be treated wrong) - Now computes the norm for every other wavelet type using power_method
…CIL_with_wavelets into wavelet_regularisation
Starting point for different Wavelet tests. This file will most likely NOT run as is in CIL
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Describe your changes
WaveletOperator
WaveletNorm
out=in
(see:Soft_Shrinkage(in, tau, out=in)
always produces positive values #1662 (comment))test_wavelets.py
Describe any testing you have performed
bnd_cond
bnd_cond='periodization'
since it gives the most faithful adjointTODO