Least-squares method and deep learning in the identification and analysis of name-plates of power equipment

This article proposes a nameplate recognition method based on the least-squares method and deep learning algorithm character feature fusion. This method extracts the histogram of the edge direction of the character and constructs the histogram feature vector based on the wavelet transform deep learn...

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Bibliographic Details
Main Authors: Zhong Yerong, Ruan Guoheng, Abozinadah Ehab, Jiang Jiaming
Format: Article
Language:English
Published: Sciendo 2021-12-01
Series:Applied Mathematics and Nonlinear Sciences
Subjects:
Online Access:https://doi.org/10.2478/amns.2021.1.00055