Intelligent driving assistant system

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Abstract

The paper presents the intelligent driving assistant system as a device to increase a car active safety without any interference with a driving process. The system - based on the softcomputing methodology working “on-line” - is able to overtake the driver’s reaction. The system analyses pictures in front of the vehicle and recognises road events and the grip of the road. The driver is informed about the each kind of recognised event. To resolve the problem of the road event recognition entirely new picture preprocessing approach has been used. The learning for multilayer perceptron realised by such data gives very good results. The new way of extracting data from pictures is a promising solution. The algorithm was implemented as part of a real system to support the on-line driver decision. The system was tested in the real car in real traffic with very promising results.

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APA

Mazurkiewicz, J., Serafin, T., & Jankowski, M. (2016). Intelligent driving assistant system. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 9693, pp. 700–711). Springer Verlag. https://doi.org/10.1007/978-3-319-39384-1_62

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