id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
work_midcwaprtbgflduuek4gea36su	Antonio-Javier Gallego	Staff-line removal with selectional auto-encoders	2017	35	.pdf	application/pdf	9563	794	63	Within the context of the problem at hand, the model is trained to select those pixels of a given image that Keywords: Staff-line removal, Optical Music Recognition, Auto-encoders, The staff-line removal stage is usually performed after the binarization of the document in the OMR workflow (Rebelo & Cardoso, 2013). task considers a binary image as input; that is, a binarization process is assumed170 (b) Proposed approach for isolating musical symbols in score images of providing the SAE with examples of images and their corresponding groundtruth, that is, binary maps over the pixels that belong to musical symbols (see220 Once the SAE has been properly trained, removing staff lines from the image on Music Scores (Fornés et al., 2013) staff-line removal contest by making use Figure 7: Example of a staff-line removal using the proposed SAE configuration for both This work has studied the removal of staff lines from musical scores by	./cache/work_midcwaprtbgflduuek4gea36su.pdf	./txt/work_midcwaprtbgflduuek4gea36su.txt