Title :
Emotion recognition method using facial expressions and situation
Author :
Hakura, Jun ; Domon, Ryuta ; Fujita, Hideaki
Author_Institution :
Iwate Prefectural Univ., Iwate, Japan
Abstract :
This paper tries to propose a method to recognize emotion of a user by systems that interact with human users. The goal of the method is achieving the same recognition results with a particular person. The main characteristic of the method is taking temporal sequence of the recognition result into account in its recognition process. The characteristic is derived from knowledge from psychology. The method uses a sequence of facial expressions of persons to estimate instantaneous emotion for a certain moment and uses the recognition result to recognize the emotional states by taking the emotional context into account. Experiments with three subjects as the particular persons who recognize the emotions of ten persons in medical interviews with a virtual medical doctor system, show that the emotion recognition using the previous recognition results outperforms that of only from the sequence of facial expressions.
Keywords :
emotion recognition; face recognition; human computer interaction; image sequences; interactive systems; psychology; emotion recognition method; emotional state recognition; facial expression sequence; instantaneous emotion estimation; medical interviews; psychology; system-human user interaction; temporal sequence; virtual medical doctor system; Emotion recognition; Face recognition; Feature extraction; Medical services; Target recognition; Training; Training data;
Conference_Titel :
Intelligent Software Methodologies, Tools and Techniques (SoMeT), 2013 IEEE 12th International Conference on
Conference_Location :
Budapest
Print_ISBN :
978-1-4799-0419-8
DOI :
10.1109/SoMeT.2013.6645671