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Journal of Optical Technology

Journal of Optical Technology

| SIMULTANEOUS RUSSIAN-ENGLISH PUBLICATION

  • Vol. 79, Iss. 11 — Nov. 1, 2012
  • pp: 689–692

Using multiple video-information representations in automatic image-analysis systems

A. S. Potapov  »View Author Affiliations


Journal of Optical Technology, Vol. 79, Issue 11, pp. 689-692 (2012)
http://dx.doi.org/10.1364/JOT.79.000689


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Abstract

This paper analyzes the necessity of using many information representations simultaneously in image-processing and -analysis systems. The difference between Kolmogorov-complexity and algorithmic-probability criteria when solving induction problems and making decisions is investigated. It is shown that making the optimum decisions (for example, in recognition or prediction problems) requires the use of many representations of information, in terms of which alternative descriptions of the images are constructed. A representational algorithmic-probability criterion is derived for determining the optimum set of representations from a given selection of images.

© 2012 OSA

History
Original Manuscript: May 29, 2012
Published: November 30, 2012

Citation
A. S. Potapov, "Using multiple video-information representations in automatic image-analysis systems," J. Opt. Technol. 79, 689-692 (2012)
http://www.opticsinfobase.org/jot/abstract.cfm?URI=jot-79-11-689

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