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master's thesis
Klasifikacija emocija na osnovi slike lica
2017. urn:nbn:hr:200:471554
Baketarić, Josip
Josip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
Department of Software Engineering
Chair of Programming Languages and Systems

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Baketarić, J. (2017). Klasifikacija emocija na osnovi slike lica (Master's thesis). Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek. Retrieved from https://urn.nsk.hr/urn:nbn:hr:200:471554

Baketarić, Josip. "Klasifikacija emocija na osnovi slike lica." Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2017. https://urn.nsk.hr/urn:nbn:hr:200:471554

Baketarić, Josip. "Klasifikacija emocija na osnovi slike lica." Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2017. https://urn.nsk.hr/urn:nbn:hr:200:471554

Baketarić, J. (2017). 'Klasifikacija emocija na osnovi slike lica', Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, accessed 07 October 2024, https://urn.nsk.hr/urn:nbn:hr:200:471554

Baketarić J. Klasifikacija emocija na osnovi slike lica [Master's thesis]. Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek; 2017 [cited 2024 October 07] Available at: https://urn.nsk.hr/urn:nbn:hr:200:471554

J. Baketarić, "Klasifikacija emocija na osnovi slike lica", Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Osijek, 2017. Available at: https://urn.nsk.hr/urn:nbn:hr:200:471554

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Metadata
TitleKlasifikacija emocija na osnovi slike lica
Title (english)Facial images based emotion classification
AuthorJosip Baketarić
MentorGoran Martinović (mentor)
MentorBruno Zorić (mentor)
Committee memberGoran Martinović (predsjednik povjerenstva)
Committee memberZdravko Krpić (član povjerenstva)
Committee memberBruno Zorić (član povjerenstva)
GranterJosip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
(Department of Software Engineering)
(Chair of Programming Languages and Systems)
Osijek
Defense date and country2017-07-11, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Program Engineering
Abstract
U radu je implementirana metoda za prepoznavanje emocija na slikama lica. Korišteni su Gaborovi filteri kako bi se dobile crte na licu i potom PCA kako bi se smanjila dimenzionalnost. Kao klasifikator koristi se SVM. U teorijskom dijelu objašnjeni su pojmovi kao što su emocija i afekt. Opisan je klasifikator i korištene metode. Praktični dio se sastoji od programa za dohvaćanje značajki iz baze slike i od dijela koji koristi te značajke kako bi se istrenirao klasifikator te kasnije koristio prilikom prepoznavanja emocija, što s korisnikove kamere, što s učitane slike.
Abstract (english)
A method for recognizing emotions in images of faces is implemented in the thesis. Gabor filters are used in order to extract facial features and then PCA is applied afterwards in order to reduce dimensionality. SVM is used as a classifier. In the theoretical part, terms such as emotion and affect are explained. The utilized classifier is described, as well as the applied methods. The practical part consists of an application which extracts features from a base of images and from a part which is using those features to train the classifier in order to use it later on when recognizing emotions in an image from a personal camera or from an uploaded one.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:200:471554
Study programmeTitle: Graduate University Study Programme in Computer Engineering
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2017-09-14 15:32:18