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KIAM Preprint № 124, Moscow, 2019
Authors: Gavrikov M. B., Pestryakova N.V.
Recognition of symbols by the method of polynomial regression
A statistical classification method is described that has probabilistic estimates based on a polynomial-regression approach. This method is trained and tested on various sets of printed and hand-printed characters. It has high speed, high accuracy, monotonicity (reliability) of estimates. Its computational structure provides the possibility of parallelization. A problem of resistance to distortion is considered.
classification, polynomial regression, printed and hand-printed symbols
Publication language: russian,  pages: 14
Research direction:
Mathematical modelling in actual problems of science and technics
Russian source text:
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About authors:
  • Gavrikov Mikhail Borisovich, RAS
  • Pestryakova Nadejda Vladimirovna,  ,  ISA RAS; FRC CSC RAS