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undergraduate thesis
Detekcija boje očiju osoba u fotografijama
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. urn:nbn:hr:168:663159
Šikić, Katarina
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Šikić, K. (2019). Detekcija boje očiju osoba u fotografijama (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:663159

Šikić, Katarina. "Detekcija boje očiju osoba u fotografijama." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. https://urn.nsk.hr/urn:nbn:hr:168:663159

Šikić, Katarina. "Detekcija boje očiju osoba u fotografijama." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. https://urn.nsk.hr/urn:nbn:hr:168:663159

Šikić, K. (2019). 'Detekcija boje očiju osoba u fotografijama', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 04 October 2024, https://urn.nsk.hr/urn:nbn:hr:168:663159

Šikić K. Detekcija boje očiju osoba u fotografijama [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2019 [cited 2024 October 04] Available at: https://urn.nsk.hr/urn:nbn:hr:168:663159

K. Šikić, "Detekcija boje očiju osoba u fotografijama", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2019. Available at: https://urn.nsk.hr/urn:nbn:hr:168:663159

Metadata
TitleDetekcija boje očiju osoba u fotografijama
Title (english)Detection of Person's Eye Color in Photograph
AuthorKatarina Šikić
MentorMarko Subašić (mentor)
Committee memberMarko Subašić (predsjednik povjerenstva)
Committee memberIvana Zadro Matovinović (član povjerenstva)
Committee memberKarlo Koščević (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2019-07-12, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom se radu razmatra problem detekcije boje očiju osoba u fotografijama. U tu je svrhu obrađena tema pronalaska lica na fotografijama, izdvajanja područja na kojemu se nalaze oči i augmentacije fotografija. Dotaknuta je tema umjetnih neuronskih mreža, dubokih neuronskih mreža i konvolucijskih neuronskih mreža kao i njihova učenja. Za klasifikaciju korištena je konvolucijska neuronska mreža implementirana u radnoj okolini TensorFlow. Za njezino su učenje korištene fotografije očiju dobivene iz postojeće baze podataka koja je modificirana kako bi odgovarala potrebama rješavanja ovoga problema. Na kraju su prikazani rezultati testiranja klasifikatora na dvije baze podataka.
Abstract (english)
In this paper is considered the problem of detecting people's eye color in photograph. For this purpose, the topic of finding faces in photographs, separating the eye area and augmenting photos is explained. The topic of artificial neural networks, deep neural networks, convolutional neural networks and their learning has been mentioned. The convolutional neural network was used for classification. Network was implemented using TensorFlow . For learning, photographs of eyes were obtained from an existing database that was modified to suit this problem. Following that, classification results tested on two separate databases are presented.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:663159
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2020-01-07 22:20:51