Title :
A fast nonparametric pattern classification scheme
Author :
Kim, Baek S. ; Park, Song B.
Author_Institution :
Hanyang University, Seoul, Korea
Abstract :
In this letter we propose a method to represent the decision region in pattern recognition by a set of open parallelpipes within each of which some statistical property is satisfied. The proposed method has the following advantages: 1) it results in a great reduction of classification time, and 2) a priori knowledge can be easily incorporated in the decision rule.
Keywords :
Digital filters; Filtering theory; Finite impulse response filter; IIR filters; Image coding; Image reconstruction; Least squares methods; Low pass filters; Pattern classification; Sampling methods;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/PROC.1986.13445
