Twin-Incoherent Self-Expressive Locality-Adaptive Latent Dictionary Pair Learning for Classification

The projective dictionary pair learning (DPL) model jointly seeks a synthesis dictionary and an analysis dictionary by extracting the block-diagonal coefficients with an incoherence-constrained analysis dictionary. However, DPL fails to discover the underlying subspaces and salient features at the same time, and it cannot encode the neigh...More