Video Analysis and Rule-Based Reasoning for Driving Maneuver Classification at Intersections
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3169140
Abstract: We propose a system for monitoring the driving maneuver at road intersections using rule-based reasoning and deep learning-based computer vision techniques. Along with detecting and classifying turning movements online, the system also detects violations such… read more here.
Keywords: detection; based reasoning; driving maneuver; rule based ... See more keywords
Unsupervised driving style analysis based on driving maneuver intensity
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DOI: 10.1109/access.2022.3171347
Abstract: This paper proposes a novel unsupervised clustering framework to identify driving style not in terms of the discrete features of driving behavior data, but rather the time-varying patterns of driving maneuver intensity. This framework can… read more here.
Keywords: maneuver intensity; time; driving maneuver; intensity ... See more keywords
Deep Learning-Based Driving Maneuver Prediction System
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2019.2958622
Abstract: Many of today's vehicles come equipped with Advanced Driver Assistance Systems (ADAS). Proactive ADAS have the ability to predict short term driving situations. This provides drivers more time to take adequate actions to avoid or… read more here.
Keywords: system; learning based; based driving; maneuver prediction ... See more keywords