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master's thesis
Metoda za procjenu osvjetljenja scene
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. urn:nbn:hr:168:545592
Domislović, Ilija
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Domislović, I. (2020). Metoda za procjenu osvjetljenja scene (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:545592

Domislović, Ilija. "Metoda za procjenu osvjetljenja scene." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:545592

Domislović, Ilija. "Metoda za procjenu osvjetljenja scene." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:545592

Domislović, I. (2020). 'Metoda za procjenu osvjetljenja scene', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 25 August 2024, https://urn.nsk.hr/urn:nbn:hr:168:545592

Domislović I. Metoda za procjenu osvjetljenja scene [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2020 [cited 2024 August 25] Available at: https://urn.nsk.hr/urn:nbn:hr:168:545592

I. Domislović, "Metoda za procjenu osvjetljenja scene", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:168:545592

Metadata
TitleMetoda za procjenu osvjetljenja scene
Title (english)Method for Scene Illumination Estimation
AuthorIlija Domislović
MentorSven Lončarić (mentor)
Committee memberSven Lončarić (predsjednik povjerenstva)
Committee memberMarko Subašić (član povjerenstva)
Committee memberTomislav Petković (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2020-07-14, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Ovaj diplomski rad bavi se problemom procjenu osvjetljenja u slici. Estimacije osvjetljenja samo je mali, ali važan dio računalnog vida. Eksplozija mobitela na tržištu stvorila je nastanak velikog broja slika koje je potrebno obraditi. U ovom diplomskom radu se rješava specifični problem procjene jednog iluminata i procjene dvoje iluminata. Za rješenje problema u diplomskom radu predložen je model koji koristi konvolucijsku neuronsku mrežu. Model se odvaja od drugih sličnih modela tako da ne stvara duboku neuronsku mrežu. Umjesto duboke, diplomski rad predstavlja široku neurološku mrežu koja koristi jednostavne informacije sa slike za procjenu iluminata.
Abstract (english)
This thesis tackles the problem of color constancy. Color constancy is only a small part of the ever-evolving field of computer vision. The explosion of cell phone on the market caused an influx of images that need to be processed. In this thesis the specific problem of single and dual illuminant estimation is tackled. A model using a novel convolutional neural network is proposed. The model separates itself from other similar models by not creating deep neural network. Instead, the thesis introduces a wide neural network that uses low level information from the image to do illuminant estimation.
Keywords
Keywords (english)
Languageenglish
URN:NBNurn:nbn:hr:168:545592
Study programmeTitle: Computing
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 conditionsClosed access
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Created on2023-01-13 12:07:26