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Pregled bibliografske jedinice broj: 617814

Časopis

Autori: Filko, Damir; Martinović, Goran
Naslov: Emotion Recognition System by a Neural Network Based Facial Expression Analysis
Izvornik: Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije (0005-1144) 54 (2013), 2; 263-272
Vrsta rada: članak
Ključne riječi: emotion; facial expression; neural network; PCA; recognition
Sažetak:
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.
Projekt / tema: 165-0362980-2002, 165-0361621-2000
Izvorni jezik: ENG
Current Contents: NE
Citation Index: DA
Ostale indexne publikacije: INSPEC;Scopus
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo
Tiskani medij: da
URL Internet adrese: https://automatika.korema.hr/index.php/automatika/article/view/73
Broj citata:
Altmetric:
DOI: 10.7305/automatika.54-2.73
OpenURL: https://automatika.korema.hr/index.php/automatika/article/view/73
Google Scholar: Emotion Recognition System by a Neural Network Based Facial Expression Analysis
Upisao u CROSBI: Damir Filko (damir.filko@etfos.hr), 11. Vel. 2013. u 12:44 sati



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