Unscented Hellinger distance between GMMs 1.0

Date Added: August 06, 2013 | Visits: 313

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The code calculates a metric between a pair of multivariate Gaussian Mixture Models.This is a demo code for the unscented Hellinger distance between a pair of Gaussian mixture models. The code follows the derivation of the multivariate unscented Hellinger distance introduced in [1]. Unlike the Kullback-Leibler divergence, the Hellinger distance is a proper metric between the distributions and is constrained to interval (0,1) with 0 meaning complete similarity and 1 complete dissimilarity.[1] M. Kristan, A. Leonardis, D. Skododiaj, "Multivariate online Kernel Density Estimation", Pattern Recognition, 2011. (url: http://vicos.fri.uni-lj.si/data/publications/KristanPR11.pdf)

Requirements: No special requirements

Platforms: Matlab

Keyword: Complete, Constrained, Dissimilarity, Distributions, Interval, Kristan, Leonardis, Meaning, Similarity, Sko

Users rating: 0/10

License: Shareware

Size: 30.72 KB

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