CNN-based driving maneuver classification using multi-sliding window fusion

作者：

Highlights：

• Propose a multi-sliding window fusion method for driving maneuver classification.

• Improve driving maneuver classification by multi-sliding window fusion and CNN fusion.

• Investigate missing label information for improved driving maneuver classification.

摘要

•Propose a multi-sliding window fusion method for driving maneuver classification.•Improve driving maneuver classification by multi-sliding window fusion and CNN fusion.•Investigate missing label information for improved driving maneuver classification.

论文关键词：Driving safety,Driver maneuver classification,Multi-sliding window fusion,CNN fusion

论文评审过程：Received 29 July 2020, Revised 2 December 2020, Accepted 2 December 2020, Available online 5 December 2020, Version of Record 15 December 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.114442