Vision-based traffic sign compliance evaluation using convolutional neural network

Edison A. Roxas, Joshua N. Acilo, Ryan Rhay P. Vicerra, Elmer P. Dadios, Argel Alejandro Bandala · 2018 IEEE International Conference on Applied System Invention (ICASI) · 2018

Manual monitoring of road signs compliance procedures are adapted by developing countries. As effective as this method is, the amount of time and funds needed to cover a large area is quite alarming. Thus, a need for a vision - based traffic sign detection and recognition system. However, while a majority of researches using machine vision focuses on the development of a robust real - time traffic sign recognition system, researches addressing the issue of the sign compliance and standardization is lacking.

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