Recognition of visual-related non-driving activities using a dual-camera monitoring system

作者：

Highlights：

• Eye gaze mapping using a cost-effective dual-camera system.

• Monitoring of more diverse and uncertain driver behaviours.

• A sliding time window technique for activity classifer.

• Recognition of visual attention-related NDAs for driving safety enhancement.

摘要

•Eye gaze mapping using a cost-effective dual-camera system.•Monitoring of more diverse and uncertain driver behaviours.•A sliding time window technique for activity classifer.•Recognition of visual attention-related NDAs for driving safety enhancement.

论文关键词：Driver behaviour,Level 3 automation,Computer vision,Non-driving related task,activities identification

论文评审过程：Received 30 March 2020, Revised 15 January 2021, Accepted 18 March 2021, Available online 25 March 2021, Version of Record 1 April 2021.

论文官网地址：https://doi.org/10.1016/j.patcog.2021.107955