Automated road marking recognition system

Development of the automated road marking recognition systems in existing and future vehicles control systems is an urgent task. One way to implement such systems is the use of neural networks. To test the possibility of using neural network software has been developed with the use of a single-layer...

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Bibliographic Details
Published inIOP conference series. Materials Science and Engineering Vol. 240; no. 1; pp. 12070 - 12072
Main Authors Ziyatdinov, R R, Shigabiev, R R, Talipov, D N
Format Journal Article
LanguageEnglish
Published Bristol IOP Publishing 01.09.2017
Subjects
Automatic vehicle identification systems
Automation
Marking
Neural networks
Recognition
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ISSN1757-8981
1757-899X
1757-899X
DOI10.1088/1757-899X/240/1/012070

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Summary:Development of the automated road marking recognition systems in existing and future vehicles control systems is an urgent task. One way to implement such systems is the use of neural networks. To test the possibility of using neural network software has been developed with the use of a single-layer perceptron. The resulting system based on neural network has successfully coped with the task both when driving in the daytime and at night.
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ISSN:1757-8981
1757-899X
1757-899X
DOI:10.1088/1757-899X/240/1/012070