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undergraduate thesis
Stvaranje igre "spoji ročkice" putem detekcije pokreta web kamerom
Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2015. urn:nbn:hr:200:820714
Horvat, Zoran
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

Horvat, Z. (2015). Stvaranje igre "spoji ročkice" putem detekcije pokreta web kamerom (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:200:820714

Horvat, Zoran. "Stvaranje igre "spoji ročkice" putem detekcije pokreta web kamerom." Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2015. https://urn.nsk.hr/urn:nbn:hr:200:820714

Horvat, Zoran. "Stvaranje igre "spoji ročkice" putem detekcije pokreta web kamerom." Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2015. https://urn.nsk.hr/urn:nbn:hr:200:820714

Horvat, Z. (2015). 'Stvaranje igre "spoji ročkice" putem detekcije pokreta web kamerom', Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, accessed 02 October 2024, https://urn.nsk.hr/urn:nbn:hr:200:820714

Horvat Z. Stvaranje igre "spoji ročkice" putem detekcije pokreta web kamerom [Undergraduate thesis]. Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek; 2015 [cited 2024 October 02] Available at: https://urn.nsk.hr/urn:nbn:hr:200:820714

Z. Horvat, "Stvaranje igre "spoji ročkice" putem detekcije pokreta web kamerom", Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Osijek, 2015. Available at: https://urn.nsk.hr/urn:nbn:hr:200:820714

Metadata
TitleStvaranje igre "spoji ročkice" putem detekcije pokreta web kamerom
Title (english)Making connect-the-dots game by web cam motion detection
AuthorZoran Horvat
MentorČaslav Livada (mentor)
Committee memberČaslav Livada (predsjednik povjerenstva)
Committee memberHrvoje Glavaš (član povjerenstva)
Committee memberZoran Balkić (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 country2015-07-09, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Program Engineering
Abstract
Zadani problem završnog rada bio je izraditi računalni program koji će pomoću kamere povezane s računalom detektirati zadani objekt na kameri, pratiti ga i pomoću kretnji objekta periodički iscrtavati segmente (točke) za podlogu za igru „Spoji točkice“ na bijeloj površini. Odabrani jezik za pisanje skripte koja će raditi traženi posao je skriptni jezik Python. Kao dodatak Pythonu, korištena je biblioteka vezana uz računalni vid i strojno učenje OpenCV. Označavanje željenog objekta radi se klikom i potezom miša, a praćenje se odvija na temelju usporedbe histograma i pomoću algoritma meanshift, koji predstavlja konstantno traženje najveće gustoće zadanih piksela na slici s kamere. Digitalna slika se pretvara iz RGB sustava boja u HSV. Rješenje je dano implementacijom ručke za praćenje pokreta miša, primjenom algoritma meanshift na svakoj slici s ulaza kamere te projekcijom pokreta objekta u stvarnom vremenu na bijelu podlogu i periodičko crtanjenumeriranih točaka kao segmenata podloge za igru. Također je na jednostavan način spriječeno preklapanje točaka provjeravanjem okoline trenutne pozicije objekta preslikane na bijelu podlogu. Konačna verzija skripte uspješno izvršava postavljen zadatak te na izlazu daje podlogu za igru generiranu pomoću detekcije pokreta u stvarnom vremenu.
Abstract (english)
The project assignment was to design a computer application which should capture an object on webcam, track its movement and repeatedly draw dots for the „Connect the dots“ game on a white surface. The chosen language to engage the project with was a scripting language called Python. As a Python extension, a premade library called OpenCV was used. The library is in charge of providing an interface to work with computer vision and machine learning. The object selection on live camera feed is done by clicking and dragging the mouse over the object that should be tracked. The tracking is based on histogram comparison and meanshift algorithm which represents an uninterrupted search for the largest density of initially selected pixels. The digital image is converted from RGB to HSV color space. The solution is given as a combination of a mouse handle implementation, application of meanshift algorithm on each camera frame and projection of the real-time object movement on a separate white background which results in periodical numerated black dot drawing on the said background. The dot overlapping prevention was also included with simple environment checks around the current object position on white surface. The final script version successfully finishes the project assignment by outputting the game base generated using real-time object tracking.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:200:820714
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 on2016-06-10 09:42:30