canliu0312/PhysDrive

This is the dataset of the “PhysDrive: A Multimodal Remote Physiological Measurement Dataset for In-vehicle Driver Monitoring”. Due to storage limitations of this platform and research ethics restrictions, we cannot upload all video data and the raw mmWave data. Here, we provide the processed mmwave data, and the video data of one person who will not violate the research ethics protocol. The detailed data format can be found in README.md. For the complete data, please contact jywang@connect.ust.hk.

Below is the directory structure of the dataset.

PhysiDrive

├── AFH1 / │ ├── resp.mat # Respiration signal │ ├── mmwave.mat # Cropped mmWave radar signal(n_doppler, n_angle, n_range=8, 16, 8) │ ├── ecg.mat # ECG signal ├── ... ├── CMZ2 / │ ├── RGB and IR(one subject sample)/
├── CMR2 # The first character is composed of the letters A,B,C. A is Segment-A0, B is Segment-B, and C is Segment-C SUV;the second characteris composed of the letters M, F. M stands for male, and F stands for female;The third letter is composed of the letters Z, H, W, Y. Z stands for Noon, H for Dusk & Early morning, W for Midnight, and Y for Rainy & Cloudy day.
│ ├── AS/ # The first character is composed of the letters A,B,C, where "A" represents Flat&Unobstructed Road ,"B" represents Flat&Congested Road, and "C" represents Bumpy & Congested Road; the second character indicates "Stationary" or "Talking". │ ├── IR.mp4 # Infrared video │ ├── RGB.mp4 # RGB video
│ ├── Recording_Physiological_Data.csv #Record all physiological data along with the corresponding timestamps. │ ├── Label/ │ │ ├── HR.mat # filted Heart Rate │ │ ├── BVP.mat # filted Blood Volume Pulse │ │ ├── RESP.mat # filted Respiration signal │ │ ├── ECG.mat # filted ECG signal │ │ └── SPO2.mat # Blood oxygen saturation │ └── STMap/ │