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undergraduate thesis
Detekcija ulazaka i izlazaka vozila s parkirališta temeljena na računalnoj obradi slike
Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2020. urn:nbn:hr:200:966935
Varga, Luka
Josip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
Department of Software Engineering
Chair of Visual Computing

Institutional repository: Faculty of Electrical Engineering, Computer Science and Information Technology Osijek

Cite this document

Varga, L. (2020). Detekcija ulazaka i izlazaka vozila s parkirališta temeljena na računalnoj obradi slike (Undergraduate 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:200:966935

Varga, Luka. "Detekcija ulazaka i izlazaka vozila s parkirališta temeljena na računalnoj obradi slike." Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2020. https://urn.nsk.hr/urn:nbn:hr:200:966935

Varga, Luka. "Detekcija ulazaka i izlazaka vozila s parkirališta temeljena na računalnoj obradi slike." Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2020. https://urn.nsk.hr/urn:nbn:hr:200:966935

Varga, L. (2020). 'Detekcija ulazaka i izlazaka vozila s parkirališta temeljena na računalnoj obradi slike', Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, accessed 29 April 2024, https://urn.nsk.hr/urn:nbn:hr:200:966935

Varga L. Detekcija ulazaka i izlazaka vozila s parkirališta temeljena na računalnoj obradi slike [Undergraduate thesis]. Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek; 2020 [cited 2024 April 29] Available at: https://urn.nsk.hr/urn:nbn:hr:200:966935

L. Varga, "Detekcija ulazaka i izlazaka vozila s parkirališta temeljena na računalnoj obradi slike", Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Osijek, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:200:966935

Metadata
TitleDetekcija ulazaka i izlazaka vozila s parkirališta temeljena na računalnoj obradi slike
Title (english)Detection of vehicle entrances and exits from the parking lot based on digital image processing
AuthorLuka Varga
MentorIrena Galić (mentor)
MentorKrešimir Romić (sumentor)
Committee memberIrena Galić (predsjednik povjerenstva)
Committee memberZdravko Krpić (član povjerenstva)
Committee memberAlfonzo Baumgartner (član povjerenstva)
GranterJosip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
(Department of Software Engineering)
(Chair of Visual Computing)
Osijek
Defense date and country2020-09-18, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Data Processing
Abstract
Cilj ovog završnog rada bio je napraviti program u C# koja će pomoći vozačima, posebno vozačima osobnih automobila, da lakše dođu do slobodnih parkirnih mjesta. Na početku samoga rada, kratko su opisane tehnologije potrebne za izradu ovog završnog rada, kao i glavni problem o kojemu se radi, tj. detekcija prolaska vozila putem optičkog toka. Programski jezik korišten za ostvarenje cilja je C#. Uz njega korišteni su .NET platforma, Emgu CV biblioteka te Microsoft Visual Studio 2019. Ponajprije je bilo potrebno omogućiti programu da dohvati video zapis kojega kamera snima. Nakon toga, program snimku obrađuje i putem optičkog toka, prepoznaje objekte koji se na njoj nalaze. Prepoznate objekte prebrojava prilikom prolaska preko određenih koordinata te javlja je li vozilo tek prišlo parkingu ili s njega izlazi. Program ispisuje dobiveni rezultat te pruža dodatnu informaciju o ukupnome broju parkiranih vozila i brzini obrade ukupnog broja okvira videa. Na ovaj način, prikazom broja parkiranih vozila, dolazi se do informacije je li parkiralište popunjeno ili ne.
Abstract (english)
The goal of this project was to develop a program in C# which would help the drivers, especially car drivers, to get more easily to free parking spaces. At the beginning of the work, the technologies required to make this program are briefly described, as well as the main problem encountered, i.e. the detection of vehicle passage using optic flow. The programming language used to achieve the goal is C#. In addition, the .NET platform, the Emgu CV library and Microsoft Visual Studio 2019 were used. First of all, it was necessary to enable the program to retrieve the video that the camera records. After that, the program processes the image and with the use of optic flow, recognizes the objects that are on it. It counts the recognized objects when passing over certain coordinates and reports whether the vehicle has just approached the parking lot or is exiting it. The program prints the obtained result and provides additional information on the total number of parked vehicles and the processing speed of the total number of video frames. In this way, by showing the number of parked vehicles, one comes to the information if the parking lot is full or not.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:200:966935
Study programmeTitle: Undergraduate University Study Programme in Computer Engineering
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
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2020-11-13 16:24:59