MIR.image_similarity
Image similarity losses and metrics used in MIR registration.
Modules
Composite reconstruction loss for image synthesis. |
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Correlation ratio similarity losses. |
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Dice loss and helper utilities for segmentation evaluation. |
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MIND-SSC descriptor and loss for image similarity. |
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Mutual information losses for image registration. |
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Local (over window) normalized cross correlation loss. |
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Structural Similarity Index (SSIM) utilities. |
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Segmentation overlap losses for multi-class outputs. |