Local image statistics: maximum-entropy constructions and perceptual salience.

@article{Victor2012LocalIS,
  title={Local image statistics: maximum-entropy constructions and perceptual salience.},
  author={Jonathan D. Victor and Mary M. Conte},
  journal={Journal of the Optical Society of America. A, Optics, image science, and vision},
  year={2012},
  volume={29 7},
  pages={1313-45}
}
The space of visual signals is high-dimensional and natural visual images have a highly complex statistical structure. While many studies suggest that only a limited number of image statistics are used for perceptual judgments, a full understanding of visual function requires analysis not only of the impact of individual image statistics, but also, how they interact. In natural images, these statistical elements (luminance distributions, correlations of low and high order, edges, occlusions… CONTINUE READING

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