patch_denoise.space_time.utils

Utilities for space-time denoising.

Functions

eig_analysis	Return the eigen values and vectors of the autocorrelation of the patch.
eig_synthesis	Reconstruction the denoise patch with truncated eigen decomposition.
estimate_noise	Estimate a noise map from a noise only sequence.
get_patch_locs	Get all the patch top-left corner locations.
marchenko_pastur_median	Compute the median of the Marchenko-Pastur Distribution.
svd_analysis	Return the centered SVD decomposition.
svd_synthesis	Reconstruct X = (U @ (S * V)) + M with only the max_idx greatest component.