Road Surface Classification Using a Deep Ensemble Network with Sensor Feature Selection

Deep learning is a fast-growing field of research, in particular, for autonomous application. In this study, a deep learning network based on various sensor data is proposed for identifying the roads where the vehicle is driving. Long-Short Term Memory (LSTM) unit and ensemble learning are utilized...

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Bibliographic Details
Main Authors: Jongwon Park, Kyushik Min, Hayoung Kim, Woosung Lee, Gaehwan Cho, Kunsoo Huh
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/18/12/4342