In-Cabin Monitoring System for Autonomous Vehicles

Sensors

Shiho Kim¹  Dohyun Kim¹  Ashutosh Mishra¹  Sangho Lee¹ 

[1] School of Integrated Technology, Yonsei University, Incheon 21983, Korea;

关键词: artificial intelligence;    high-level autonomous driving;    in-cabin monitoring;    intelligent camera;    irregular situations;   

DOI  :  10.3390/s22124360

来源: DOAJ

【 摘 要 】

In this paper, we have demonstrated a robust in-cabin monitoring system (IMS) for safety, security, surveillance, and monitoring, including privacy concerns for personal and shared autonomous vehicles (AVs). It consists of a set of monitoring cameras and an onboard device (OBD) equipped with artificial intelligence (AI). Hereafter, this combination of a camera and an OBD is referred to as the AI camera. We have investigated the issues for mobility services in higher levels of autonomous driving, what needs to be monitored, how to monitor, etc. Our proposed IMS is an on-device AI system that indigenously has improved the privacy of the users. Furthermore, we have enlisted the essential actions to be considered in an IMS and developed an appropriate database (DB). Our DB consists of multifaced scenarios important for monitoring the in-cabin of the higher-level AVs. Moreover, we have compared popular AI models applied for object and occupant recognition. In addition, our DB is available on request to support the research on the development of seamless monitoring of the in-cabin higher levels of autonomous driving for the assurance of safety and security.

【 授权许可】

Unknown