Density Modeling of Images using a Generalized Normalization Transformation

Johannes Ballé, Valero Laparra, Eero P. Simoncelli

We introduce a parametric nonlinear transformation that is well-suited for Gaussianizing data from natural images. The data are linearly transformed, and each component is then nor…