Four Scientific Approaches to Pattern Recognition

Two opposite ways to build a scientific description of the world are the Platonic and Aristote-lean approaches. In the area of pattern recognition they may be applied to both, external examples , as well as to our own internally observed recognition abilities. Consequently, four scientific approaches to pattern recognition may be distinguished. They are explained here and illustrated by some examples. Finally, a few problems and fruits of their interaction are discussed .

[1]  T. Kuhn,et al.  The Structure of Scientific Revolutions. , 1964 .

[2]  Satosi Watanabe,et al.  Pattern Recognition: Human and Mechanical , 1985 .

[3]  Leonid I. Perlovsky,et al.  Conundrum of Combinatorial Complexity , 1998, IEEE Trans. Pattern Anal. Mach. Intell..