PT Unknown AU Adria Rico Alicia Fornes TI Camera-based Optical Music Recognition using a Convolutional Neural Network BT 12th IAPR International Workshop on Graphics Recognition PY 2017 BP 27 EP 28 DE optical music recognition; document analysis; convolutional neural network; deep learning AB 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 ER