MIR.image_similarity

Image similarity losses and metrics used in MIR registration.

Modules

CompositeRecon

Composite reconstruction loss for image synthesis.

Correlation_Ratio

Correlation ratio similarity losses.

Dice

Dice loss and helper utilities for segmentation evaluation.

MIND_SSC

MIND-SSC descriptor and loss for image similarity.

Mutual_Information

Mutual information losses for image registration.

NCC(*args, **kwargs)

Local (over window) normalized cross correlation loss.

PCC(*args, **kwargs)

SSIM

Structural Similarity Index (SSIM) utilities.

Segmentation_Overlap

Segmentation overlap losses for multi-class outputs.