TY  - JOUR
AU  - Arnau Baro
AU  - Pau Riba
AU  - Jorge Calvo-Zaragoza
AU  - Alicia Fornes
PY  - 2019//
TI  - From Optical Music Recognition to Handwritten Music Recognition: a Baseline
T2  - PRL
JO  - Pattern Recognition Letters
SP  - 1
EP  - 8
VL  - 123
N2  - Optical Music Recognition (OMR) is the branch of document image analysis that aims to convert images of musical scores into a computer-readable format. Despite decades of research, the recognition of handwritten music scores, concretely the Western notation, is still an open problem, and the few existing works only focus on a specific stage of OMR. In this work, we propose a full Handwritten Music Recognition (HMR) system based on Convolutional Recurrent Neural Networks, data augmentation and transfer learning, that can serve as a baseline for the research community.
UR  - https://doi.org/10.1016/j.patrec.2019.02.029
N1  - DAG; 600.097; 601.302; 601.330; 600.140; 600.121
ID  - Arnau Baro2019
ER  -