Image format pipeline and instrument diagram recognition method based on deep learning

Image format pipeline and instrument diagram recognition method based on deep learning

In this study, we proposed a recognition method based on deep artificial neural networks to identify various elements in pipelines and instrumentation diagrams (P&ID) in image formats, such as symbols, texts, and pipelines. Presently, the P&ID image format is recognized manually, and there i...

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Bibliographic Details
Main Authors: Guanqun Su, Shuai Zhao, Tao Li, Shengyong Liu, Yaqi Li, Guanglong Zhao, Zhongtao Li
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Biomimetic Intelligence and Robotics
Subjects:
Deep learning
Image processing
Piping and instrumentation
Object recognition
Pipeline recognition
Online Access:http://www.sciencedirect.com/science/article/pii/S2667379723000566

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http://www.sciencedirect.com/science/article/pii/S2667379723000566

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