Texture Characterization via Joint Statistics of Wavelet Coefficient Magnitudes

@inproceedings{Simoncelli1998TextureCV,
  title={Texture Characterization via Joint Statistics of Wavelet Coefficient Magnitudes},
  author={Eero P. Simoncelli and Javier Portilla},
  booktitle={ICIP},
  year={1998}
}
We present a parametric statistical characterization of texture images in the context of an overcomplete complex wavelet frame. The characterization consists of the local autocorrelation of the coefficients in each subband, the local autocorrelation of the cofficent magnitudes, and the crosscorrelation of coefficient magnitudes at all orientations and adjacent spatial scales. We develop an efficient algorithm for sampling from an implicit probability density conforming to these statistics, and… CONTINUE READING
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