Sparse representations of images using overcomplete complex wavelets

This paper describes an algorithm developed for generating sparse representations of images in a quick and efficient way using an overcomplete subband representation. Here we demonstrate the algorithm applied to Kingsbury's popular dual tree complex wavelet transform