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Towards Autonomous Driving: Road Surface Signs Recognition using Neural Networks


Towards Autonomous Driving: Road Surface Signs Recognition using Neural Networks
Authors : Stephen Karungaru, Jumpei Yamamoto, Kenji Terada
Publication Date: 02-08-2016

Authors

Author(s):  Stephen Karungaru, Jumpei Yamamoto, Kenji Terada

Published in:   International Journal of Engineering Research & Technology

License:  This work is licensed under a Creative Commons Attribution 4.0 International License.

Website: www.ijert.org

Volume/Issue:   Volume. 5 - Issue. 08 , August - 2016

e-ISSN:   2278-0181

Abstract

In recent years, the number of traffic accidents has rapidly increased for many reasons. However, the most common cause is the driver carelessness and inattentiveness to road signs. Therefore, the aim of this paper is to automatically recognize road surface markings and by availing the information to the driver, hope to reduce road accidents. In the proposed method, the captured image is transformed and edges information used to extract the target road area. The road marking candidate is then extracted and recognized using a neural network.

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