Randomness on binary textures in vision research

Details Randomness on binary textures in vision research Randomness on binary textures in vision research

Jun 2000

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2000aipc..519..501n&link_type=abstract

STATISTICAL PHYSICS: Third Tohwa University International Conference. AIP Conference Proceedings, Volume 519, pp. 501-503 (2000

Physics

Computer Vision, Robotic Vision, Psychophysics Of Vision, Visual Perception, Binocular Vision

Scientific paper

Binary textures constructed from a sequence of {0, 1} symbols, that are obtained by symbolizing real numbers, are considered from the viewpoint of characteristics of their 2nd, 3rd, and 4th order statistics. When using of chaotic sequence of real numbers, these statistics are very close to each other. This implies correlation uniquness of textures in statistics as asserted by J. Yellott (3). We discuss this point by giving the exact analytic form of 2nd, 3rd, and 4th order correlation functions. Iso-dipole/iso-trigon patterns are the source of considerable interest in Vision research, we present this manuscript to introduce vision scientists to the use of the 1-d map method to generate a broad range of such textures. .

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