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Research on improved character recognition technology of wagon number based on Faster-RCNN
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Research on improved character recognition technology of wagon number based on Faster-RCNN
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Research on improved character recognition technology of wagon number based on Faster-RCNN
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Journal Article
Research on improved character recognition technology of wagon number based on Faster-RCNN
2023
Overview
Aiming at the characteristics of wagon number character printing with location features, we propose a wagon number character recognition technique based on the Faster-RCNN algorithm for the output layer to improve the accuracy of recognition by eliminating and filling the misjudged and missed characters in the output layer of image recognition. Using the relative position of each wagon number character to form a relative position matrix, the correct candidate frame is output by calculating the similarity of the relative position matrix of the candidate frame and the standard frame, and the correct wagon number is retrieved by comparing with the wagon number in the database.
Publisher
IOP Publishing
Subject
