Camera-based Optical Music Recognition using a Convolutional Neural Network

被引：3

作者：

Rico, Adria ^{[1
]}

Fornes, Alicia ^{[1
]}

机构：

[1] Univ Autonoma Barcelona, Comp Sci Dept, Comp Vis Ctr, Bellaterra, Catalonia, Spain

来源：

2017 14TH IAPR INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR 2017), VOL 2 | 2017年

关键词：

Terms optical music recognition; document analysis; convolutional neural network; deep learning; SCORES; REMOVAL;

D O I：

10.1109/ICDAR.2017.261

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Optical Music Recognition (OMR) consists in recognizing images of music scores. Contrary to expectation, the current OMR systems usually fail when recognizing images of scores captured by digital cameras and smartphones. In this work, we propose a camera-based OMR system based on Convolutional Neural Networks, showing promising preliminary results.

引用

页码：27 / 28

页数：2

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