Separation of Foreign Patterns from Native Ones: Active Contour based Mechanism

摘要

This position paper presents an approach to the problem of foreign pattern rejection from a data set containing both native and foreign patterns. On the one hand, the approach may be regarded as classic in the sense that it is based on well-known concepts: class-contra-all-other classes or class-contra-class, but on the other hand, the novelty lies in the (embedding) application of potential active hypercontour, which is a powerful method for solving classification problems and may be applied as a binary or multiclass classifier.