MIR.intensity_normalization.normalizeΒΆ

Normalization algorithms and utilities for MR intensity standardization.

Modules

base

Base class for normalization methods Author: Jacob Reinhold <jcreinhold@gmail.com> Created on: 01 Jun 2021

kde

Kernel density estimation-based tissue mode normalization Author: Jacob Reinhold <jcreinhold@gmail.com> Created on: 01 Jun 2021

nyul

Nyul & Udupa piecewise linear histogram matching normalization Author: Jacob Reinhold <jcreinhold@gmail.com> Created on: 02 Jun 2021

whitestripe

WhiteStripe (normal-appearing white matter mean & standard deviation) normalization Author: Jacob Reinhold <jcreinhold@gmail.com> Created on: 01 Jun 2021

zscore

Z-score normalize image (voxel-wise subtract mean, divide by standard deviation) Author: Jacob Reinhold <jcreinhold@gmail.com> Created on: 01 Jun 2021