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Pregled bibliografske jedinice broj: 617814

Emotion Recognition System by a Neural Network Based Facial Expression Analysis

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 (međunarodna recenzija, članak, znanstveni)

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Naslov
Emotion Recognition System by a Neural Network Based Facial Expression Analysis

Autori
Filko, Damir ; Martinović, Goran

Izvornik
Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije (0005-1144) 54 (2013), 2; 263-272

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA

Projekti:
165-0361621-2000 - Distribuirano računalno upravljanje u transportu i industrijskim pogonima (Hocenski, Željko, MZO ) ( CroRIS)
165-0362980-2002 - Postupci raspoređivanja u samoodrživim raspodijeljenim računalnim sustavima (Martinović, Goran, MZO ) ( CroRIS)

Ustanove:
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek

Profili:

Avatar Url Damir Filko (autor)

Avatar Url Goran Martinović (autor)

Poveznice na cjeloviti tekst rada:

doi automatika.korema.hr automatika.korema.hr

Citiraj ovu publikaciju:

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 (međunarodna recenzija, članak, znanstveni)
Filko, D. & Martinović, G. (2013) Emotion Recognition System by a Neural Network Based Facial Expression Analysis. Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije, 54 (2), 263-272 doi:10.7305/automatika.54-2.73.
@article{article, author = {Filko, Damir and Martinovi\'{c}, Goran}, year = {2013}, pages = {263-272}, DOI = {10.7305/automatika.54-2.73}, keywords = {emotion, facial expression, neural network, PCA, recognition}, journal = {Automatika : \v{c}asopis za automatiku, mjerenje, elektroniku, ra\v{c}unarstvo i komunikacije}, doi = {10.7305/automatika.54-2.73}, volume = {54}, number = {2}, issn = {0005-1144}, title = {Emotion Recognition System by a Neural Network Based Facial Expression Analysis}, keyword = {emotion, facial expression, neural network, PCA, recognition} }
@article{article, author = {Filko, Damir and Martinovi\'{c}, Goran}, year = {2013}, pages = {263-272}, DOI = {10.7305/automatika.54-2.73}, keywords = {emotion, facial expression, neural network, PCA, recognition}, journal = {Automatika : \v{c}asopis za automatiku, mjerenje, elektroniku, ra\v{c}unarstvo i komunikacije}, doi = {10.7305/automatika.54-2.73}, volume = {54}, number = {2}, issn = {0005-1144}, title = {Emotion Recognition System by a Neural Network Based Facial Expression Analysis}, keyword = {emotion, facial expression, neural network, PCA, recognition} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus

Uključenost u ostale bibliografske baze podataka::


  • INSPEC
  • Scopus

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