Deep Learning-Based Approach for Old Handwritten Music Symbol Recognition

International Journal of Engineering Trends and Technology ◽

10.14445/22315381/ijett-v69i7p228 ◽

2021 ◽

Vol 69 (7) ◽

pp. 208-214

Author(s):

Savitri Apparo Nawade ◽

Mallikarjun Hangarge ◽

Shivanand S Rumma

Keyword(s):

Deep Learning ◽

Symbol Recognition ◽

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An ensemble of deep transfer learning models for handwritten music symbol recognition

Neural Computing and Applications ◽

10.1007/s00521-021-06629-9 ◽

2021 ◽

Author(s):

Ashis Paul ◽

Rishav Pramanik ◽

Samir Malakar ◽

Ram Sarkar

Keyword(s):

Transfer Learning ◽

Symbol Recognition ◽

Learning Models ◽

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Old Handwritten Music Symbol Recognition Using Radon and Discrete Wavelet Transform

Advances in Intelligent Systems and Computing - Advances in Artificial Intelligence and Data Engineering ◽

10.1007/978-981-15-3514-7_86 ◽

2020 ◽

pp. 1165-1171

Author(s):

Savitri Apparao Nawade ◽

Shivanand Rumma ◽

Rajmohan Pardeshi ◽

Mallikarjun Hangarge

Keyword(s):

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Discrete Wavelet ◽

Symbol Recognition ◽

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A global method for music symbol recognition in typeset music sheets

Pattern Recognition Letters ◽

10.1016/s0167-8655(02)00036-3 ◽

2002 ◽

Vol 23 (10) ◽

pp. 1129-1141 ◽

Author(s):

Florence Rossant

Keyword(s):

Symbol Recognition ◽

Global Method ◽

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Music Symbol Recognition of Printed Piano Scores with Touching Symbols

The Journal of The Institute of Image Information and Television Engineers ◽

10.3169/itej.64.1267 ◽

2010 ◽

Vol 64 (8) ◽

pp. 1267-1272

Author(s):

Fubito Toyama ◽

Kenji Shoji ◽

Juichi Miyamichi

Keyword(s):

Symbol Recognition ◽

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Old Handwritten Music Symbol Recognition using the Combination of Foreground and Background Projection Profiles

2018 3rd International Conference On Internet of Things: Smart Innovation and Usages (IoT-SIU) ◽

10.1109/iot-siu.2018.8519881 ◽

2018 ◽

Author(s):

Savitri Apparao Nawade ◽

Rajmohan Pardeshi ◽

Chitra Dhawale ◽

Mallikarjun Hangarge

Keyword(s):

Symbol Recognition ◽

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Metric Learning for Music Symbol Recognition

2011 10th International Conference on Machine Learning and Applications and Workshops ◽

10.1109/icmla.2011.94 ◽

2011 ◽

Author(s):

A. Rebelo ◽

J. Tkaczuk ◽

R. Sousa ◽

J. S. Cardoso

Keyword(s):

Metric Learning ◽

Symbol Recognition ◽

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An online handwritten music symbol recognition system

International Journal on Document Analysis and Recognition (IJDAR) ◽

10.1007/s10032-006-0026-9 ◽

2006 ◽

Vol 9 (1) ◽

pp. 49-58 ◽

Author(s):

Hidetoshi Miyao ◽

Minoru Maruyama

Keyword(s):

Recognition System ◽

Symbol Recognition ◽

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Music symbol recognition by a LAG-based combination model

Multimedia Tools and Applications ◽

10.1007/s11042-016-4170-z ◽

2016 ◽

Vol 76 (24) ◽

pp. 25563-25579 ◽

Author(s):

In Seop Na ◽

Soo Hyung Kim

Keyword(s):

Symbol Recognition ◽

Combination Model ◽

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The Digital Music Stand as a Minimal Processing Custom-Made Optical Music Recognition System, Part 1: Key Music Symbol Recognition

International Journal of Intelligent Systems ◽

10.1002/int.21586 ◽

2013 ◽

Vol 28 (5) ◽

pp. 474-504 ◽

Author(s):

Tatiana Tambouratzis

Keyword(s):

Recognition System ◽

Digital Music ◽

Symbol Recognition ◽

Minimal Processing ◽

Optical Music Recognition ◽

Custom Made ◽

Music Recognition ◽

System Part ◽

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Context-based Multi-stage Offline Handwritten Mathematical Symbol Recognition using Deep Learning

2019 International Conference on High Performance Computing & Simulation (HPCS) ◽

10.1109/hpcs48598.2019.9188180 ◽

2019 ◽

Author(s):

Sui Kun Guan ◽

Melody Moh ◽

Teng-Sheng Moh

Keyword(s):

Deep Learning ◽

Symbol Recognition ◽

Mathematical Symbol ◽

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