Detalhes do Documento

Classification of optical music symbols based on combined neural network

Autor(es): Wen, Cuihong ; Rebelo, Ana ; Zhang, Jing ; Cardoso, Jaime S.

Data: 2018

Identificador Persistente: Wen, C., Rebelo, A., Zhang, J., & Cardoso, J. S. (2014). Classification of optical music symbols based on combined neural network. In Proceedings of the IEEE International Conference on Mechatronics and Control (ICMC), 2014. Disponível no Repositório UPT, http://hdl.handle.net/11328/2476

Origem: Repositório da Universidade Portucalense

Assunto(s): Music; Combined Neural Network

Descrição

In this paper, a new method for music symbol classification named Combined Neural Network (CNN) is proposed.Tests are conducted on more than 9000 music symbols from both real and scanned music sheets, which show that the proposed technique offers superior classification capability. At the same time, the performance of the new network is compared with the single Neural Network (NN) classifier using the same music scores.

Tipo de Documento Objeto de conferência
Idioma Inglês

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Detalhes do Documento

Classification of optical music symbols based on combined neural network

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A new optical music recognition system based on combined neural network