CONSTRUCTION METHOD OF CLASSIFICATION MODEL FOR EMOTION RECOGNITION AND APPARATUS THEREOF

摘要

PURPOSE: a kind of emotion recognition class model configuration method and its device are provided from biometric data, with multiple moods of classifying using binary system, are easier classification, and improve classification performance performance. ;CONSTITUTION: Characteristic Extraction device (110) extracts multidimensional characteristic value and corresponds to emotional category from biometric data emotional category respectively. Class grouper (120) group emotional category is divided into the first and second class groups. Fisher space diagrams (130) map the first and second class groups and Fischer space. Binary classifier (140) repeats culture mapping first and second class through connection of group self-adaptive enhancement algorithm, utilization and ever-increasing business operation binary system of having classified. Category level validator (150) individually verifies classification grade binary classification. ;The 2013 of copyright KIPO submissions;[Reference numerals] (110) characteristics extraction device; (120) class grouper; (130) fisher of Spatial mapper; (140) binary classifier; (150) categorization levels validator; (160) class group selector; (170) emotion classifiers