A Learning-Based Approach for Lane Departure Warning Systems With a Personalized Driver Model
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2018.2854406
Abstract: Misunderstanding of driver correction behaviors is the primary reason for false warnings of lane-departure-prediction systems. We proposed a learning-based approach to predict unintended lane-departure behaviors and chances of drivers to bring vehicles back to the… read more here.
Keywords: personalized driver; lane departure; model; approach ... See more keywords
Vision-Based Lane Departure Detection Using a Stacked Sparse Autoencoder
Sign Up to like & getrecommendations! Published in 2018 at "Mathematical Problems in Engineering"
DOI: 10.1155/2018/9837359
Abstract: This paper presents a lane departure detection approach that utilizes a stacked sparse autoencoder (SSAE) for vehicles driving on motorways or similar roads. Image preprocessing techniques are successfully executed in the initialization procedure to obtain… read more here.
Keywords: stacked sparse; lane departure; detection; departure detection ... See more keywords