This paper proposes a smart driver assistant system that will help drivers avoid accidents during lane departures by providing prompt and quick markings of road lanes. This paper also proposes a novel system for the automatic detection and recognition of traffic signs. It detects the blobs using MSER i.e Maximally Stable Extremal Regions which provides similar results under different lighting conditions. Recognition is based on a cascade of Convolutional Neural Networks (CNN) that were trained using histogram of oriented gradient (HOG) features.
Smart Driver Assistant
2018-03-01
1655941 byte
Conference paper
Electronic Resource
English
Saliency assistant driver alerting
IEEE | 2013
|Computer Vision-Based Smart Helmet with Voice Assistant for Increasing Driver Safety
Springer Verlag | 2023
|VIDA - VisLab Intelligent Driver Assistant
Automotive engineering | 2009
|