rockverse.voxel_image.histogram.Histogram.cdf

property Histogram.cdf

Compute the Cumulative Distribution Function (CDF) for the full image and phase by phase as a pandas DataFrame.

Returns:

A DataFrame containing the CDF values for the full image and each segmentation phase.

Return type:

pandas.DataFrame

Examples

>>> # Get the CDF DataFrame
>>> cdf = histogram.cdf
>>> # Access the CDF values for a specific segmentation phase
>>> phase_cdf = cdf[phase_id]