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3 Results Found

  • Article
  • Open Access
13 Citations
2,850 Views
18 Pages

29 September 2022

The work contains an original comparison of selected algorithms using artificial neural network models, such as RBF neural networks, and classic algorithms, approaches that are based on structured programming in the image identification task. The exi...

(This article belongs to the Topic Applications in Image Analysis and Pattern Recognition)
  • Article
  • Open Access
24 Citations
3,933 Views
16 Pages

17 April 2021

State-of-the-art Optical Music Recognition (OMR) techniques follow an end-to-end or holistic approach, i.e., a sole stage for completely processing a single-staff section image and for retrieving the symbols that appear therein. Such recognition syst...

(This article belongs to the Section Acoustics and Vibrations)
  • Article
  • Open Access
87 Citations
24,738 Views
23 Pages

11 April 2018

Optical Music Recognition is a field of research that investigates how to computationally decode music notation from images. Despite the efforts made so far, there are hardly any complete solutions to the problem. In this work, we study the use of ne...

(This article belongs to the Special Issue Digital Audio and Image Processing with Focus on Music Research)