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Similarity measure between two images
similarity between two pictures is quantified in terms of a distance measure which is defined on the corresponding multi-dimensional feature space. Common distance measures are: the Minkowski distance, the Manhattan distance, the Euclidean distance and the Hausdorff distance.
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For example the two images, one having rose flower and other having lotus flower are having less similarity than the two images both having rose flowers.