Vehicle tire (tyre) detection and text recognition using deep learning

This paper presents an industrial system to read text on tire sidewalls. Images of vehicle tires in motion are acquired using roadside cameras. Firstly, the tire circularity is detected using Circular Hough Transform (CHT) with dynamic radius detection. The tire is then unwarped into a rectangular p...

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Bibliographic Details
Main Authors: Wajahat Kazmi, Ian Nabney, George Vogiatzis, Peter Rose, Alexander Codd
Format: Default Conference proceeding
Published: 2019
Subjects:
Vehicle tire (tyre)
Detection
Text recognition
Deep learning
Online Access:https://hdl.handle.net/2134/26781715.v1
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https://hdl.handle.net/2134/26781715.v1

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