A Statistical Approach to Texture Classification from Single Images

Authors:
Manik Varma;Andrew Zisserman
Affiliations:
Robotics Research Group, Department of Engineering Science, University of Oxford, Oxford, UK;Robotics Research Group, Department of Engineering Science, University of Oxford, Oxford, UK
Venue:
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
Year:
2005

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Abstract

We report a six-stimulus basis for stochastic texture perception. Fragmentation of the scene by a chaotic process causes the spatial scene statistics to conform to a Weibull-distribution. The parameters of the Weibull distribution characterize the spatial ...