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Abstract: We show how sparse coding can be used to extract wavelet-like features from natural image data. Sparse coding is a method for finding a representation of image windows in which each of the components of the representation is only rarely significantly active. Such a representation is closely related to the techniques of independent component analysis and blind source separation. As an application...
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