prikaz prve stranice dokumenta Vizijski filteri za lice za augmentaciju i manipulaciju
Embargo period 2026-09-23
undergraduate thesis
Vizijski filteri za lice za augmentaciju i manipulaciju
Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2024. urn:nbn:hr:235:306650
Slipac, Stipo
University of Zagreb
Faculty of Mechanical Engineering and Naval Architecture

Institutional repository: Repository of Faculty of Mechanical Engineering and Naval Architecture University of Zagreb

Cite this document

Slipac, S. (2024). Vizijski filteri za lice za augmentaciju i manipulaciju (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:235:306650

Slipac, Stipo. "Vizijski filteri za lice za augmentaciju i manipulaciju." Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2024. https://urn.nsk.hr/urn:nbn:hr:235:306650

Slipac, Stipo. "Vizijski filteri za lice za augmentaciju i manipulaciju." Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2024. https://urn.nsk.hr/urn:nbn:hr:235:306650

Slipac, S. (2024). 'Vizijski filteri za lice za augmentaciju i manipulaciju', Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, accessed 18 December 2024, https://urn.nsk.hr/urn:nbn:hr:235:306650

Slipac S. Vizijski filteri za lice za augmentaciju i manipulaciju [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture; 2024 [cited 2024 December 18] Available at: https://urn.nsk.hr/urn:nbn:hr:235:306650

S. Slipac, "Vizijski filteri za lice za augmentaciju i manipulaciju", Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:235:306650

Metadata
TitleVizijski filteri za lice za augmentaciju i manipulaciju
Title (english)Vision face filters for augmentation and manipulation
AuthorStipo Slipac
MentorTomislav Stipančić (mentor)
GranterUniversity of Zagreb
Faculty of Mechanical Engineering and Naval Architecture
Zagreb
Defense date and country2024-09-26, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Mechanical Engineering
Abstract
U ovom radu obrađena je primjena vizijskih filtera za lice u kontekstu augmentacije i manipulacije u stvarnom vremenu. Rad se fokusira na teorijsku osnovu računalnog vida i strojnog učenja, s posebnim naglaskom na metode prepoznavanja i praćenja značajki lica. Detaljno su opisani različiti tipovi filtera, uključujući filtere za zamjenu lica i augmentaciju dodavanjem virtualnih elemenata. Prikazani su ključni koncepti poput prepoznavanja lica, Haar kaskada, te detekcije karakterističnih oznaka lica pomoću DLIB biblioteke. Eksperimentalni dio rada uključuje implementaciju i testiranje razvijenih filtera s ciljem evaluacije performansi i identificiranja potencijalnih ograničenja. Rad također nudi prijedloge za unaprjeđenje sustava kako bi se smanjila latencija i povećala točnost.
Abstract (english)
The application of facial vision filters in the context of real-time augmentation and manipulation is discussed in this paper. The work focuses on the theoretical foundations of computer vision and machine learning, with particular emphasis on methods of facial feature recognition and tracking. Various types of filters are described in detail, including face swap filters and augmentation filters by adding virtual elements. Key concepts such as facial recognition, Haar cascades, and detection of facial landmarks using the DLIB library are presented. The experimental part of the paper includes the implementation and testing of the developed filters with the aim of evaluating performance and identifying potential limitations. The paper also offers suggestions for system improvements to reduce latency and increase accuracy.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:235:306650
Study programmeTitle: Mechanical Engineering
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka strojarstva (sveučilišni/a prvostupnik/prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka strojarstva)
Type of resourceText
File originBorn digital
Access conditionsEmbargoed access
Embargo expiration date: 2026-09-23
Terms of useLicence In copyright icon
Created on2024-09-24 21:51:52