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undergraduate thesis
Metoda analiza video zapisa za brojanje vozila
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2014. urn:nbn:hr:168:036014
Vinković, Mihovil
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Vinković, M. (2014). Metoda analiza video zapisa za brojanje vozila (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:036014

Vinković, Mihovil. "Metoda analiza video zapisa za brojanje vozila." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2014. https://urn.nsk.hr/urn:nbn:hr:168:036014

Vinković, Mihovil. "Metoda analiza video zapisa za brojanje vozila." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2014. https://urn.nsk.hr/urn:nbn:hr:168:036014

Vinković, M. (2014). 'Metoda analiza video zapisa za brojanje vozila', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 03 June 2024, https://urn.nsk.hr/urn:nbn:hr:168:036014

Vinković M. Metoda analiza video zapisa za brojanje vozila [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2014 [cited 2024 June 03] Available at: https://urn.nsk.hr/urn:nbn:hr:168:036014

M. Vinković, "Metoda analiza video zapisa za brojanje vozila", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2014. Available at: https://urn.nsk.hr/urn:nbn:hr:168:036014

Metadata
TitleMetoda analiza video zapisa za brojanje vozila
Title (english)Video analysis method for vehicle counting
AuthorMihovil Vinković
MentorSven Lončarić (mentor)
Committee memberSven Lončarić (predsjednik povjerenstva)
Committee memberTomislav Petković (član povjerenstva)
Committee memberPavle Prentašić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2014-07-14, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U radu je opisan postupak brojanja vozila gdje se pozadina modelirala metodom Stauffera i Grimsona (Stauffer, 1999.) preko mješovitoga skupa Gaussovih razdioba. Metoda je detaljno izložena kroz formule te su predložene vrijednosti parametara za opće korištenje algoritma. Algoritam prvo prolazi kroz fazu učenja gdje dobiva inicijalnu pozadinu te onda, u fazi detekcije, kontinuirano detektira te ažurira pozadinu. Zatim dolazi faza analize povezanih komponenti gdje algoritam također i broji vozila preko pamćenja njihovih centroida iz prošloga koraka. Drugi i treći korak se ponavljaju do kraja video-zapisa ili isključenja programa. Postupak je implementiran u okruženju Matlab 2013 uz pomoć nekih gotovih metoda te evaluiran na oko 60 sati testnih snimki. Rezultati su prikazani te komentirani.
Abstract (english)
This paper describes a technique for vehicle counting where the background was modeled using the method described by Stauffer and Grimson (Stauffer, 1999.) where it is modeled using Gaussian mixture models. Method is described in detail through formulae and proposed values of parameters for usage of algorithm. Algorithm first goes through a training phase where it gets an initial background and then, in detection phase, it continuously detects and updates the background. Then comes the connected component analysis phase where the algorithm also counts the vehicles through storing their centroids from the last frame. Second and third steps are repeated until the end of the video-file or program turning off. The algorithm was implemented in environment Matlab 2013 with help of some in-built methods and was evaluated on about 60 hours of test footage. Results are shown and commented on.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:036014
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 on2018-02-06 07:32:03