Binary and Categorical Image Similarity Index
Categorical Structural Similarity Index Metric (whole image)
Multiscale Categorical Structural Similarity Index Measure (2D)
Multiscale Categorical Structural Similarity Index Measure for a Cube ...
Multiscale Categorical Structural Similarity Index Measure by Slice (3...
CatSIM: Binary and Categorical Image Structural Similarity Metric
Multiscale Categorical Structural Similarity Index Measure
Diversity Indices
Similarity Indices
Computes a structural similarity metric (after the style of MS-SSIM for images) for binary and categorical 2D and 3D images. Can be based on accuracy (simple matching), Cohen's kappa, Rand index, adjusted Rand index, Jaccard index, Dice index, normalized mutual information, or adjusted mutual information. In addition, has fast computation of Cohen's kappa, the Rand indices, and the two mutual informations. Implements the methods of Thompson and Maitra (2020) <doi:10.48550/arXiv.2004.09073>.