Reproduce “Generalized Rectifier Wavelet Covariance Models For Texture Synthesis” on OpenResearch
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About this paper
Antoine Brochard, Sixin Zhang, Stéphane Mallat
The authors present ALPHA_I, a texture-synthesis model that matches correlations among rectified responses to oriented wavelets across scales, directions, and spatial offsets. In 256 × 256 grayscale experiments, it uses 35k statistics, about 15 times fewer than RF, with visually similar results to RF and VGG and often better results than PS. Quality is judged mainly by visual inspection; difficult structures remain.
Summary by alphaXiv.
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