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Emotion Recognition System by a Neural Network Based Facial Expression Analysis (CROSBI ID 190543)

Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija

Filko, Damir ; Martinović, Goran Emotion Recognition System by a Neural Network Based Facial Expression Analysis // Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije, 54 (2013), 2; 263-272. doi: 10.7305/automatika.54-2.73

Podaci o odgovornosti

Filko, Damir ; Martinović, Goran

engleski

Emotion Recognition System by a Neural Network Based Facial Expression Analysis

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

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Podaci o izdanju

54 (2)

2013.

263-272

objavljeno

0005-1144

10.7305/automatika.54-2.73

Povezanost rada

Računarstvo

Poveznice
Indeksiranost