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

IEEE transactions on neural networks and learning systems, pp. 1-15, 2020.

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Abstract:

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

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