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

Institutional repository: FER Repository

Cite this document

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

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

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

Gverić, Š. (2014). 'Automatsko računalno raspoznavanje rukom pisanih notnih zapisa', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 04 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:328330

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 November 04] Available at: https://urn.nsk.hr/urn:nbn:hr:168:328330

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

Metadata
TitleAutomatsko računalno raspoznavanje rukom pisanih notnih zapisa
Title (english)Automatic Computer Recognition of Handwritten Sheet Music
AuthorŠime Gverić
MentorMislav Grgić (mentor)
Committee memberMislav Grgić (predsjednik povjerenstva)
Committee memberTomislav Kos (član povjerenstva)
Committee memberSonja Grgić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2014-07-15, 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)
Languagecroatian
URN:NBNurn:nbn:hr:168:328330
Study programmeTitle: 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 resourceText
File originBorn digital
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Created on2018-02-06 09:07:00