Discriminative low-rank graph preserving dictionary learning with Schatten-p quasi-norm regularization for image recognition.

•A discriminative low-rank graph preserving dictionary learning method is proposed.•A Schatten-p quasi-norm regularization is imposed on each sub-dictionary.•A discriminative graph preserving criterion is applied to the coding coefficients.•The FIST and ALM algorithms are adopted to solve the optimization problem.