Efficient Convolutional Dictionary Learning Using Preconditioned ADMM

Xuesong Zhang, Baoping Li, Jing Jiang

Abstract: Given training data, convolutional dictionary learning (CDL) seeks a translation-invariant sparse representation, which is characterized by a set of convolutional kernels. However, even a small tra...