Dengbo He — accepted AI-conference papers

2025

PhysDrive: A Multimodal Remote Physiological Measurement Dataset for In-vehicle Driver Monitoring

Jiyao Wang, Xiao Yang, Qingyong Hu, Jiankai Tang, Can Liu, Dengbo He +3

NeurIPS 2025poster

Robust and unobtrusive in-vehicle physiological monitoring is crucial for ensuring driving safety and user experience. While remote physiological measurement (RPM) offers a promising non-invasive solution, its translation to real-world driving scenarios is critically constrained by the scarcity of c…

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2024

Multi-Source Domain Generalization for ECG-Based Cognitive Load Estimation: Adversarial Invariant and Plausible Uncertainty Learning

Jiyao Wang, Ange Wang, Haolong Hu, Kaishun Wu, Dengbo He

ICASSP 2024accepted

Electrocardiography (ECG) for objective cognitive load estimation gained increasing attention, and offers a more feasible and non-invasive alternative to traditional methods such as electroencephalography (EEG). Despite the promise of ECG signal, application in real-world scenarios is hampered by th…

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