prikaz prve stranice dokumenta Razdvajanje rendgenskih slika s višestrukim projekcijama ili studijama
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undergraduate thesis
Razdvajanje rendgenskih slika s višestrukim projekcijama ili studijama
Rijeka: University of Rijeka, Faculty of Engineering, 2021. urn:nbn:hr:190:257859
Dumenčić, Stella
University of Rijeka
Faculty of Engineering
Department of Computer Engineering
Section of Software Engineering

Institutional repository: Repository of the University of Rijeka, Faculty of Engineering

Cite this document

Dumenčić, S. (2021). Razdvajanje rendgenskih slika s višestrukim projekcijama ili studijama (Undergraduate thesis). Rijeka: University of Rijeka, Faculty of Engineering. Retrieved from https://urn.nsk.hr/urn:nbn:hr:190:257859

Dumenčić, Stella. "Razdvajanje rendgenskih slika s višestrukim projekcijama ili studijama." Undergraduate thesis, University of Rijeka, Faculty of Engineering, 2021. https://urn.nsk.hr/urn:nbn:hr:190:257859

Dumenčić, Stella. "Razdvajanje rendgenskih slika s višestrukim projekcijama ili studijama." Undergraduate thesis, University of Rijeka, Faculty of Engineering, 2021. https://urn.nsk.hr/urn:nbn:hr:190:257859

Dumenčić, S. (2021). 'Razdvajanje rendgenskih slika s višestrukim projekcijama ili studijama', Undergraduate thesis, University of Rijeka, Faculty of Engineering, accessed 27 November 2024, https://urn.nsk.hr/urn:nbn:hr:190:257859

Dumenčić S. Razdvajanje rendgenskih slika s višestrukim projekcijama ili studijama [Undergraduate thesis]. Rijeka: University of Rijeka, Faculty of Engineering; 2021 [cited 2024 November 27] Available at: https://urn.nsk.hr/urn:nbn:hr:190:257859

S. Dumenčić, "Razdvajanje rendgenskih slika s višestrukim projekcijama ili studijama", Undergraduate thesis, University of Rijeka, Faculty of Engineering, Rijeka, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:190:257859

Metadata
TitleRazdvajanje rendgenskih slika s višestrukim projekcijama ili studijama
Title (english)Separating X-ray images containing multiple projections or studies
AuthorStella Dumenčić
MentorIvan Štajduhar (mentor)
Committee memberKristijan Lenac (predsjednik povjerenstva)
Committee memberIvan Štajduhar (član povjerenstva)
GranterUniversity of Rijeka
Faculty of Engineering
(Department of Computer Engineering)
(Section of Software Engineering)
Rijeka
Defense date and country2021-07-07, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu predložen je algoritam za razdvajanje slika (ISA) koji se temelji na osnovnim operacijama obrade slike u svrhu razdvajanja rendgenskih slika koje u sebi sadrže slike više projekcija ili studija u zasebne slike projekcija ili studija. Predloženi algoritam usporeden je s YOLOv4 algoritmom temeljenom na dubokom učenju s metrikama preciznosti, brzine i zauzeća memorije. Pristup dubokog učenja ostvario je bolje rezultate za metrike preciznosti i brzine, dok je ISA algoritam imao manje zauzeće memorije.
Abstract (english)
In this thesis, an image separation algorithm (ISA) based on basic image processing operations is proposed for the purpose of separating X-ray images containing images of multiple projections or studies into separate images of projections or studies. The proposed algorithm was compared with the Deep Learning based YOLOv4 algorithm using the precision, speed and memory usage metrics. The Deep Learning approach performed better on the metrics of precision and speed, while the ISA algorithm had less memory usage.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:190:257859
Study programmeTitle: 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 conditionsAccess restricted to students and staff of home institution
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Created on2021-10-11 10:20:58