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
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Adeyemi et al. (2005) studied this question.
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