Discriminative Bayesian Dictionary Learning for Classification

27 Mar 2015 Naveed Akhtar Faisal Shafait Ajmal Mian

We propose a Bayesian approach to learn discriminative dictionaries for sparse representation of data. The proposed approach infers probability distributions over the atoms of a discriminative dictionary using a Beta Process... (read more)

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