|Statistical analysis of digital images of periodic fibrous structures using generalized Hurst exponent distributions
|Year of Publication
|Blachowicz T, Ehrmann A, Domino K
|Physica A: Statistical Mechanics and its Applications
|Random walk Hurst exponent Statistical analysis Image analysis Shannon entropy Textile materials
|Abstract Distinction of diverse two-dimensional periodic structures can be based on a large number of methods and parameters, while the quantitative description of differences between similar samples is usually difficult. This article aims, by the use of statistical random walk in a generalized q-order dimensional space, at introducing a methodology to qualify the networked structures on the basis of exemplary textile samples. The presented results were obtained at 1-bit monochromatic maps obtained from optical microscopic pictures. Significant features of samples were represented by the obtained distributions of Hurst exponents and Shannon entropy calculations.