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2021 | OriginalPaper | Chapter

Cultural Symbol Recognition Algorithm Based on CTPN + CRNN

Author : Yanru Wang

Published in: Human Centered Computing

Publisher: Springer International Publishing

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Abstract

This paper proposes a cultural symbol recognition algorithm based on CTPN + CRNN. The algorithm uses the improved VGG16 + BLSTM network to extract the depth features and sequence features of the text image, and uses the Anchor to locate the text position. Finally, the task of cultural symbol recognition is carried out through the CNN + BLSTM + CTC deep network, The algorithm is an ideal cultural symbol recognition scheme in terms of the recognition efficiency and accuracy.

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Literature
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Metadata
Title
Cultural Symbol Recognition Algorithm Based on CTPN + CRNN
Author
Yanru Wang
Copyright Year
2021
Book
Human Centered Computing

Print ISBN: 978-3-030-70625-8

Electronic ISBN: 978-3-030-70626-5

Copyright Year: 2021

DOI
https://doi.org/10.1007/978-3-030-70626-5_21

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