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undergraduate thesis
Korespondencijska ugrađivanja za stereoskopsku rekonstrukciju
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. urn:nbn:hr:168:658089
Kerman, David
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Kerman, D. (2022). Korespondencijska ugrađivanja za stereoskopsku rekonstrukciju (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:658089

Kerman, David. "Korespondencijska ugrađivanja za stereoskopsku rekonstrukciju." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:658089

Kerman, David. "Korespondencijska ugrađivanja za stereoskopsku rekonstrukciju." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:658089

Kerman, D. (2022). 'Korespondencijska ugrađivanja za stereoskopsku rekonstrukciju', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 16 July 2024, https://urn.nsk.hr/urn:nbn:hr:168:658089

Kerman D. Korespondencijska ugrađivanja za stereoskopsku rekonstrukciju [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2022 [cited 2024 July 16] Available at: https://urn.nsk.hr/urn:nbn:hr:168:658089

D. Kerman, "Korespondencijska ugrađivanja za stereoskopsku rekonstrukciju", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:168:658089

Metadata
TitleKorespondencijska ugrađivanja za stereoskopsku rekonstrukciju
Title (english)Correspondence embeddings for stereoscopic reconstruction
AuthorDavid Kerman
MentorSiniša Šegvić (mentor)
Committee memberSiniša Šegvić (predsjednik povjerenstva)
Committee memberJosip Šarić (član povjerenstva)
Committee memberIvan Grubišić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2022-07-08, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Korespodencijska metrika slikovnih okana jedna je od metoda korištenih u stereoskopskoj rekonstrukciji. Stereoskopska rekonstrukcija je postupak analize slika iz dviju ili više konkurentnih kamera kojim se dobiva rekonstrukcija scene u 3D formatu iz nativnog 2D formata. Korespondencijska metrika slikovnih okana zasniva se na ugrađivanju okana u visokodimenzionalan prostor. Nakon ugrađivanja okana slijedi pronalaženje korespondentnih piksela te se kao izlaz dobiva mapa dispariteta. U okviru rada korišten je duboki model učen i testiran na javno dostupnom podatkovnom skupu. Rezultati eksperimenata vrednovani su izračunom rekonstrukcijske točnosti.
Abstract (english)
The correspondence metric of image patches is one of the methods used in stereoscopic reconstruction. Stereoscopic reconstruction is the process of analyzing images from two or more concurrent cameras to obtain a reconstruction of a scene in 3D format from the native 2D format. The correspondence metric is based on the embedding image patch to a high-dimensional metric space. After such embedding, the next phase is finding correspondent pixels. Disparity map is obtained as an output of calculation the most similar pixels. In the paper there is a explanation of a deep model, which is learned and tested on a publicly available data set. The results of the experiments were evaluated by the calculation of the reconstructive accuracy.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:658089
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 on2023-01-15 10:30:47