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master's thesis
Klasifikacija termalnih infracrvenih snimaka iz zraka
Zagreb: University of Zagreb, Faculty of Transport and Traffic Sciences, 2020. urn:nbn:hr:119:519965
Vrabec, Mislav
University of Zagreb
Faculty of Transport and Traffic Sciences
Division of Aeronautics
Department of Aeronautics

Institutional repository: Faculty of Transport and Traffic Sciences

Cite this document

Vrabec, M. (2020). Klasifikacija termalnih infracrvenih snimaka iz zraka (Master's thesis). Zagreb: University of Zagreb, Faculty of Transport and Traffic Sciences. Retrieved from https://urn.nsk.hr/urn:nbn:hr:119:519965

Vrabec, Mislav. "Klasifikacija termalnih infracrvenih snimaka iz zraka." Master's thesis, University of Zagreb, Faculty of Transport and Traffic Sciences, 2020. https://urn.nsk.hr/urn:nbn:hr:119:519965

Vrabec, Mislav. "Klasifikacija termalnih infracrvenih snimaka iz zraka." Master's thesis, University of Zagreb, Faculty of Transport and Traffic Sciences, 2020. https://urn.nsk.hr/urn:nbn:hr:119:519965

Vrabec, M. (2020). 'Klasifikacija termalnih infracrvenih snimaka iz zraka', Master's thesis, University of Zagreb, Faculty of Transport and Traffic Sciences, accessed 05 November 2024, https://urn.nsk.hr/urn:nbn:hr:119:519965

Vrabec M. Klasifikacija termalnih infracrvenih snimaka iz zraka [Master's thesis]. Zagreb: University of Zagreb, Faculty of Transport and Traffic Sciences; 2020 [cited 2024 November 05] Available at: https://urn.nsk.hr/urn:nbn:hr:119:519965

M. Vrabec, "Klasifikacija termalnih infracrvenih snimaka iz zraka", Master's thesis, University of Zagreb, Faculty of Transport and Traffic Sciences, Zagreb, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:119:519965

Metadata
TitleKlasifikacija termalnih infracrvenih snimaka iz zraka
Title (english)Aerial Thermal Images Classification
AuthorMislav Vrabec
MentorJurica Ivošević (mentor)
Committee memberTomislav Radišić (predsjednik povjerenstva)
Committee memberDoris Novak (član povjerenstva)
Committee memberTino Bucak (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Transport and Traffic Sciences
(Division of Aeronautics)
(Department of Aeronautics)
Zagreb
Defense date and country2020-12-01, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Traffic and Transport Technology
Abstract
Zadatak ovog diplomskog rada opisati je primjenu Matlabovih alata u svrhu klasifikacije termalne dugovalne snimke. Konačan proizvod koji proizlazi iz klasifikacije, video je koji prikazuje označavanje objekata od interesa (pčela) u pokretu. U prvom dijelu rada dan je uvod u svojstva elektromagnetnog zračenja, elektromagnetnog spektra kao i fizikalnih zakona koje to zračenje prati u interakcijama sa atmosferom i ostalim fizikalnim površinama. Analizirano je infracrveno zračenje i njegovi koncepti. Nakon toga, dane su teorijske osnove digitalne klasifikacije snimaka, nadzirane i nenadzirane klasifikacije. U praktičnom dijelu rada razvijen je programski kod u programskom jeziku Matlab, analizirani su rezultati dobiveni njegovom primjenom te procijenjena točnost klasifikacije termalnih infracrvenih snimaka iz zraka.
Abstract (english)
The task of this thesis is to describe the application of Matlab tools for the purpose of thermal images classification. The final product resulting from the classification, is a video that shows the labeling of objects of interest (bees) in motion. In the first part of the thesis, an introduction to the properties of electromagnetic radiation is given, as well as the electromagnetic spectrum with the physical laws it abides to in the interactions with the atmosphere and other physical surfaces. Infrared radiation and its concepts are analyzed. After that, the theoretical foundations of digital image classification, as well as supervised and unsupervised classifications are given. In the practical part of the thesis, the program code in the Matlab programming language was developed, the results obtained by its application were analyzed, and the accuracy of classification of aerial thermal infrared images was assessed.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:119:519965
Study programmeTitle: Aeronautics
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka aeronautike (magistar/magistra inženjer/inženjerka aeronautike)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2020-12-08 11:42:11