Filtering

Filter classes

Mean(padding_type, support, dimensionality)	Mean filter for local intensity smoothing.
LoG(padding_type, sigma_mm, cutoff, ...)	Laplacian-of-Gaussian filter for blob and edge enhancement.
RieszLoG(padding_type, sigma_mm, cutoff, ...)	Laplacian-of-Gaussian followed by a normalized Riesz transform.
Laws(response_map, padding_type, distance, ...)	Laws-kernel texture filtering in 2D or 3D.
Gabor(padding_type, res_mm, sigma_mm, ...[, ...])	Gabor filtering with complex 2D kernels.
Wavelets2D(wavelet_type, padding_type, ...)	2D separable wavelet filtering evaluated slice-wise.
Wavelets3D(wavelet_type, padding_type, ...)	3D separable wavelet filtering for volumetric response maps.
Simoncelli(padding_type, decomposition_level)	IBSI non-separable Simoncelli band-pass wavelet.

Configuration factory

create_filter(filtering_method, **kwargs)

Create a filter from GUI or configuration-style parameters.