2017
Variational inference for nonparametric subspace dictionary learning with hierarchical beta process
ICASSP 2017accepted
Nonparametric Bayesian models have been implemented in dictionary learning. However, for signal samples from multiple subspaces, existing methods only learn one uniform dictionary and thus are not optimal for representing the subspace structures. To address this issue, we first utilize a combination…