A Review on Negative Road Anomaly Detection Methods
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2982220
Abstract: The main limitation to obstacle avoidance nowadays has been negative road anomalies which is the term we used to refer to potholes and cracks due to their negative drop from the surface of the road.… read more here.
Keywords: road anomalies; review negative; road; road anomaly ... See more keywords
A Fused Method of Machine Learning and Dynamic Time Warping for Road Anomalies Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2020.3016288
Abstract: To discover the condition of roads, a large number of detection algorithms have been proposed, most of which apply machine learning methods by time and frequency processing in acceleration and velocity data. However, few of… read more here.
Keywords: road; time; dynamic time; road anomalies ... See more keywords
How to get best predictions for road monitoring using machine learning techniques
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.941
Abstract: Road condition monitoring is essential for improving traffic safety and reducing accidents. Machine learning methods have recently gained prominence in the practically important task of controlling road surface quality. Several systems have been proposed using… read more here.
Keywords: road; road anomalies; machine; machine learning ... See more keywords