OBJECT CATEGORIZATION USING STATISTICALLY-MODELED CLASSIFIER OUTPUTS

摘要

Systems and method for object characterization include generating a classifier that defines a decision hyperplane separating a first classification region of a virtual feature space from a second classification region of the virtual feature space. Input information is provided to the classifier, and a number of classifications are received from the classifier. A distribution of the classifications is determined and used to generate a prediction.

主权项

1. A method of object categorization, the method comprising:
generating at least one classifier, the at least one classifier defining at least one decision hyperplane that separates a first classification region of a virtual feature space from a second classification region of the virtual feature space; providing input information to the at least one classifier; receiving, from the at least one classifier, a plurality classifications corresponding to the input information; determining a distribution of the plurality of classifications; and generating a prediction based on the distribution.