SYSTEM AND METHOD FOR SIMPLIFICATION OF A MATRIX BASED BOOSTING ALGORITHM

摘要

A method for simplification of a matrix based boosting algorithm divides a feature set comprising a plurality of feature data into several subsets, and assigns a number to each subset. The method selects a plurality of number groups including N subsets randomly. The method further computes a value by boosting algorithm according to each of the number groups for obtaining an acceptable false positive value.