prikaz prve stranice dokumenta Rastav matrice na singularne vrijednosti i primjena u prepoznavanju rukom pisanih znakova
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undergraduate thesis
Rastav matrice na singularne vrijednosti i primjena u prepoznavanju rukom pisanih znakova
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. urn:nbn:hr:168:934428
Mihal, Vedran
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Mihal, V. (2018). Rastav matrice na singularne vrijednosti i primjena u prepoznavanju rukom pisanih znakova (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:934428

Mihal, Vedran. "Rastav matrice na singularne vrijednosti i primjena u prepoznavanju rukom pisanih znakova." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:934428

Mihal, Vedran. "Rastav matrice na singularne vrijednosti i primjena u prepoznavanju rukom pisanih znakova." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:934428

Mihal, V. (2018). 'Rastav matrice na singularne vrijednosti i primjena u prepoznavanju rukom pisanih znakova', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 20 December 2024, https://urn.nsk.hr/urn:nbn:hr:168:934428

Mihal V. Rastav matrice na singularne vrijednosti i primjena u prepoznavanju rukom pisanih znakova [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2018 [cited 2024 December 20] Available at: https://urn.nsk.hr/urn:nbn:hr:168:934428

V. Mihal, "Rastav matrice na singularne vrijednosti i primjena u prepoznavanju rukom pisanih znakova", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:168:934428

Metadata
TitleRastav matrice na singularne vrijednosti i primjena u prepoznavanju rukom pisanih znakova
Title (english)Singular value decomposition and application in classification of handwritten characters
AuthorVedran Mihal
MentorMarko Bosiljevac (mentor)
Committee memberMarko Bosiljevac (predsjednik povjerenstva)
Committee memberSonja Grgić (član povjerenstva)
Committee memberDario Bojanjac (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2018-07-13, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U radu su objašnjena osnovna svojstva rastava matrice na singularne vrijednosti. Opisana je primjena rastava matrice na singularne vrijednosti u esktrakciji važnijeg dijela informacije. Konstruiran je algoritam za prepoznavanje rukom pisanih znakova temeljen na rastavu matrice na singularne vrijednosti. Algoritam je implementiran u MATLAB-u i testirana je njegova uspješnost na skupu rukom pisanih znamenki (MNIST baza). Opisani su alternativni algoritmi za klasifikaciju i uspoređeni su rezultati.
Abstract (english)
Singular value decomposition and its basic properties are explained. Application of singular value decomposition in information extraction is described. Algorithm for handwritten character recognition based on singular value decomposition is constructed. Algorithm is implemented in MATLAB and its efficacy is tested on a set of handwritten digits (MNIST base). Alternative classification algorithms are described and results are compared.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:934428
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 on2019-03-13 22:59:51