On Transferability of Driver Observation Models from Simulated to Real Environments in Autonomous Cars

Author:

Morales-Alvarez Walter1,Certad Novel1,Roitberg Alina2,Stiefelhagen Rainer3,Olaverri-Monreal Cristina1

Affiliation:

1. Johannes Kepler University Linz,Chair ITS-Sustainable Transport Logistics 4.0,Linz,Austria,4040

2. Institute for AI, University of Stuttgart,Stuttgart,Germany,70569

3. Institute for Anthropomatics and Robotics, Karlsruhe Institute of Tech-nology,Karlsruhe,Germany,76131

Publisher

IEEE

Reference28 articles.

1. Drive&act: A multi-modal dataset for fine-grained driver behavior recognition in autonomous vehicles;Martin;ICCV,2019

2. Real-time Detection of Distracted Driving using Dual Cameras

3. Ticam: A time-of-flight in-car cabin monitoring dataset;Katrolia;arXiv preprint,2021

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

5. Automated Driving Systems: Impact of Haptic Guidance on Driving Performance after a Take Over Request

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