Automatsko računalno raspoznavanje rukom pisanih notnih zapisa

Gverić, Šime

prikaz prve stranice dokumenta Automatsko računalno raspoznavanje rukom pisanih notnih zapisa

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master's thesis

Automatsko računalno raspoznavanje rukom pisanih notnih zapisa

Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2014. urn:nbn:hr:168:328330

Gverić, Šime

University of Zagreb
Faculty of Electrical Engineering and Computing

Cite this document

APA 6th Edition

Gverić, Š. (2014). Automatsko računalno raspoznavanje rukom pisanih notnih zapisa (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:328330

MLA 8th Edition

Gverić, Šime. "Automatsko računalno raspoznavanje rukom pisanih notnih zapisa." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2014. https://urn.nsk.hr/urn:nbn:hr:168:328330

Chicago 17th Edition

Harvard

Gverić, Š. (2014). 'Automatsko računalno raspoznavanje rukom pisanih notnih zapisa', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 27 December 2024, https://urn.nsk.hr/urn:nbn:hr:168:328330

Vancouver

Gverić Š. Automatsko računalno raspoznavanje rukom pisanih notnih zapisa [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2014 [cited 2024 December 27] Available at: https://urn.nsk.hr/urn:nbn:hr:168:328330

IEEE

Š. Gverić, "Automatsko računalno raspoznavanje rukom pisanih notnih zapisa", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2014. Available at: https://urn.nsk.hr/urn:nbn:hr:168:328330

Cite this item: https://urn.nsk.hr/urn:nbn:hr:168:328330

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Metadata

Title	Automatsko računalno raspoznavanje rukom pisanih notnih zapisa
Title (english)	Automatic Computer Recognition of Handwritten Sheet Music
Author	Šime Gverić
Mentor	Mislav Grgić (mentor)
Committee member	Mislav Grgić (predsjednik povjerenstva)
Committee member	Tomislav Kos (član povjerenstva)
Committee member	Sonja Grgić (član povjerenstva)
Granter	University of Zagreb Faculty of Electrical Engineering and Computing Zagreb
Defense date and country	2014-07-15, Croatia
Scientific / art field, discipline and subdiscipline	TECHNICAL SCIENCES Computing
Abstract	Definirano je optičko raspoznavanje glazbene notacije i dan je uvod u njegovu primjenu. Opisani su bitni glazbeni pojmovi i njihova svojstva u kontekstu glazbene notacije. Implementiran je sustav za automatsko raspoznavanje rukom pisanih notnih zapisa. Glazbeni elementi su segmentirani metodama računalnog vida te raspoznati efikasnim metodama strojnog učenja: metodom stroja s potpornim vektorima i metodom k-najbližih susjeda. Zatim je cijela struktura dane glazbene notacije digitalno rekonstruirana u formatu MusicXML. Dani su prijedlozi za poboljšanje i istaknute smjernice za daljnju doradu sustava.
Abstract (english)	Optical music recognition is defined and the introduction to its application is given. Important musical concepts are described, along with their meaning in the context of musical notation. System for automatic computer recognition of handwritten sheet music is implemented. Musical symbols are segmented via computer vision methods and recognized via efficient machine learning methods: support vector machines and k-nearest neighbours. Structure of the given sheet music is then digitally reconstructed in MusicXML format. Suggestions for improvement are given and guidelines for further refinement of the system are highlighted.
Keywords
Keywords (english)
Language	croatian
URN:NBN	urn:nbn:hr:168:328330
Study programme	Title: Information and Communication Technology Study programme type: university Study level: graduate Academic / professional title: magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije (magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije)
Type of resource	Text
File origin	Born digital
Access conditions	Closed access
Terms of use
Public note
Repository	FER Repository
Created on	2018-02-06 09:07:00