A spectral histogram model for texton modeling and texture discrimination

  title={A spectral histogram model for texton modeling and texture discrimination},
  author={Xiuwen Liu and D. L. Wang},
  journal={Vision Research},
We suggest a spectral histogram, defined as the marginal distribution of filter responses, as a quantitative definition for a texton pattern. By matching spectral histograms, an arbitrary image can be transformed to an image with similar textons to the observed. We use the chi(2)-statistic to measure the difference between two spectral histograms, which leads to a texture discrimination model. The performance of the model well matches psychophysical results on a systematic set of texture… CONTINUE READING
Highly Cited
This paper has 107 citations. REVIEW CITATIONS

12 Figures & Tables



Citations per Year

108 Citations

Semantic Scholar estimates that this publication has 108 citations based on the available data.

See our FAQ for additional information.