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This paper investigates the normalised information distance (NID) proposed by Bennet et al as an approach to measure the visual similarity (or dissimilarity) of images. Earlier studies (e.g.) suggest that compression-based approximations to the NID can yield dissimilarity measures that correlate well with visual comparisons. However, results also indicate that conventional feature-based dissimilarity...
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