Efficient Driver Anomaly Detection via Conditional Temporal Proposal and Classification Network

Author:

Su Lang1ORCID,Sun Chen1ORCID,Cao Dongpu2,Khajepour Amir1ORCID

Affiliation:

1. Department of Mechanical and Mechatronics Engineering, Faculty of Engineering, University of Waterloo, Waterloo, ON, Canada

2. School of Vehicle and Mobility, Tsinghua University, Beijing, China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Human-Computer Interaction,Social Sciences (miscellaneous),Modeling and Simulation

Reference53 articles.

1. Detection of distraction-related actions on DMD: An image and a video-based approach comparison;cañas;Proc 16th Int Joint Conf Comput Vis Imag Comput Graph Theory Appl,2021

2. Driver Anomaly Detection: A Dataset and Contrastive Learning Approach

3. Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles

4. A novel public dataset for multimodal multiview and multispectral driver distraction analysis: 3MDAD

5. Modified supervised contrastive learning for detecting anomalous driving behaviours;khan;arXiv 2109 04021,2021

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