Intelligent systems and technologies

Automatic image recognition three-threshold system

A. V. Savchenko

National Research University – Higher School of Economics in Nizhny Novgorod

Abstract: The possibility of increasing pattern recognition quality by usage of statistical approach and three decision rules (to reject unreliable decision, prevent exhaustive search and choice decision most different from others) is investigated. The experimental results have been produced in a problem of automatic half-tone image recognition using several widespread face databases.

Keywords: automatic image recognition, statistical approach in pattern recognition, minimum discrimination information principle.

Bibliographic databases:

•