Deep Learning-Aided OCR Techniques for Chinese Uppercase Characters in the Application of Internet of Things

Deep Learning-Aided OCR Techniques for Chinese Uppercase Characters in the Application of Internet of Things

Optical character recognition (OCR) has become one of the most important techniques in computer vision, given that it can easily obtain digital information from various images on the Internet of Things (IoT). However, existing OCR techniques pose a big challenge in the recognition of the Chinese upp...

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Bibliographic Details
Main Authors: Yue Yin, Wei Zhang, Sheng Hong, Jie Yang, Jian Xiong, Guan Gui
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Optical character recognition (OCR)
convolution neural network (CNN)
visual geometry group
residual network
capsule network
pruning network
Online Access:https://ieeexplore.ieee.org/document/8681501/

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