Abstract:
HERS is a real time system for emotion recognition through the analysis of facial expression and speech features. The system simultaneously detects emotion from live vide...Show MoreMetadata
Abstract:
HERS is a real time system for emotion recognition through the analysis of facial expression and speech features. The system simultaneously detects emotion from live video audio streams. The system splits the video stream into sequence of images, then automatically detects the face of a person from the frames and extracts his/her emotion. The system also splits the audio stream into frames, extract the Mel-Frequency Cepstral Coefficients(MFCC) features and extract his/her emotion. This system is the prototype of an intelligent system which uses Support Vector Machines (SVM) for guided classification of emotions. Since it is a bimodal system, a higher recognition rate is expected.
Date of Conference: 12-13 August 2016
Date Added to IEEE Xplore: 09 February 2017
ISBN Information: