Emotion Recognition System by a Neural Network Based Facial Expression AnalysisReport as inadecuate




Emotion Recognition System by a Neural Network Based Facial Expression Analysis - Download this document for free, or read online. Document in PDF available to download.

Automatika : journal for control, measurement, electronics, computing and communications, Vol.54 No.2 May 2013. -

Human-computer interfaces are getting more complex every day with the purpose of easing the use of computers and enhancing the overall user experience. Since research has shown that a majority of human interaction comes from non-verbal communication, user emotion detection is one of the directions that can be taken to enhance the overall user experience. This paper proposes a system for human emotion recognition by analyzing key facial regions using principal component analysis and neural networks. The proposed system has been trained and tested on the FEEDTUM database where it achieved a relatively high average score of correct recognition and therefore showed promise for future development.

Emotion; Facial expression; Neural network; PCA; Recognition



Author: Damir Filko - ; Faculty of Electrical Engineering, J.J. Strossmayer University of Osijek, Kneza Trpimira 2B, HR-31000 Osijek, Cro

Source: http://hrcak.srce.hr/



DOWNLOAD PDF




Related documents