Practical algorithms for algebraic and logical correction in precedent-based recognition problems
Sergey Ablameyko, A. S. Biryukov, A. A. Dokukin, A. G. D’yakonov, Yu. I. Zhuravlev, В. В. Краснопрошин, Vladimir A. Obraztsov, M. Yu. Romanov, V. V. Ryazanov · Computational Mathematics and Mathematical Physics · 2014
Practical precedent-based recognition algorithms relying on logical or algebraic correction of various heuristic recognition algorithms are described. The recognition problem is solved in two stages. First, an arbitrary object is recognized independently by algorithms from a group. Then a final collective solution is produced by a suitable corrector. The general concepts of the algebraic approach are presented, practical algorithms for logical and algebraic correction are described, and results of their comparison are given.