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master's thesis
Lokalizacija objekata modeliranjem prostornog rasporeda dijelova objekta
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2015. urn:nbn:hr:168:987144
Weber, Ivan
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Weber, I. (2015). Lokalizacija objekata modeliranjem prostornog rasporeda dijelova objekta (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:987144

Weber, Ivan. "Lokalizacija objekata modeliranjem prostornog rasporeda dijelova objekta." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2015. https://urn.nsk.hr/urn:nbn:hr:168:987144

Weber, Ivan. "Lokalizacija objekata modeliranjem prostornog rasporeda dijelova objekta." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2015. https://urn.nsk.hr/urn:nbn:hr:168:987144

Weber, I. (2015). 'Lokalizacija objekata modeliranjem prostornog rasporeda dijelova objekta', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 13 January 2025, https://urn.nsk.hr/urn:nbn:hr:168:987144

Weber I. Lokalizacija objekata modeliranjem prostornog rasporeda dijelova objekta [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2015 [cited 2025 January 13] Available at: https://urn.nsk.hr/urn:nbn:hr:168:987144

I. Weber, "Lokalizacija objekata modeliranjem prostornog rasporeda dijelova objekta", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2015. Available at: https://urn.nsk.hr/urn:nbn:hr:168:987144

Metadata
TitleLokalizacija objekata modeliranjem prostornog rasporeda dijelova objekta
Title (english)Object localization by modeling the spatial layout of object parts
AuthorIvan Weber
MentorSiniša Šegvić (mentor)
Committee memberSiniša Šegvić (predsjednik povjerenstva)
Committee memberZoran Kalafatić (član povjerenstva)
Committee memberSlobodan Ribarić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2015-07-16, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Tema ovog rada je izvedba elastičnog sustava za lokalizaciju objekata na slici. Uvelike inspiriran već postojećim radom i implementacijom koja koristi DPM pristup, rad proučava modeliranje objekta pomoću više manjih dijelova. Detaljno se opisuje treniranje jednog takvog modela, kao i ispitni skup Pascal VOC koji je korišten za treniranje modela i testiranje performansi modela. Obrađen je rad koji koristi dubinske informacije za detekciju kao moguća inspiracija za dodatno poboljšanje sustava. Izneseni su dobiveni rezultati te prokomentirani u usporedbi sa rezultatima postojeće implementacije. Sustav je izveden u programskom jeziku c++.
Abstract (english)
The aim of this paper is implementation of an elastic system for object localization in a picture. Greatly inspired by an existent implementation which uses DPM, this paper explores object modeling by using smaller parts and not as an undivisible whole. Model training is explained in detail, along with Pascal VOC dataset, used for training and testing the model. A paper which uses depth information is used as an example of possible upgrade to the developed system. Achieved results are presented and compared with those of the original implementation. The system is written in c++ programming language.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:987144
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
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Created on2018-02-06 14:30:50