iCarB-Face

face videos (.avi files) from 200 data subjects, acquired using Monochrome Camera MSC2-M42-1-A from Spectral Devices Inc

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Description

Contains face videos (.avi files) from 200 data subjects, acquired using Monochrome Camera MSC2-M42-1-A from Spectral Devices Inc.  

During the recording, the data subjects were seated in the driver's seat of a vehicle, with the camera positioned on the dashboard behind the steering wheel.  

The videos were acquired in the following scenarios, the aim of which was to incorporate different variabilities into the recorded face data:

(1) Indoors: The car was parked inside a garage, with controlled (artificial) lighting.

  • Subject wore no deliberate accessories.
  • Subject wore a hygienic mask.
  • Subject wore a hat (cap).

(2) Outdoors: The car was parked outside, with uncontrolled (natural) lighting.

  • Subject wore no deliberate accessories.
  • Subject wore sunglasses.
  • Subject wore a hat (cap).


For each of the acquisition scenarios described above, face videos of the data subject were captured while the subject:

(a) Remained still, with a neutral facial expression (5 seconds).
(b) Remained still, with a neutral facial expression, and with eyes closed (5 seconds).
(c) Performed natural face/head movements, e.g., turning, talking, smiling, laughing  (15 seconds).

 
So in total, this dataset consists of 18 face videos per data subject.  This amounts to 3,600 face videos for all 200 data subjects. 

 

Reference

If you use this dataset, please cite the following publication:

V. Krivokuca Hahn, J. Maceiras, A. Komaty, P. Abbet and S. Marcel, 2024. "in-Car Biometrics (iCarB) Datasets for Driver Recognition: Face, Fingerprint, and Voice". arXiv:2411.17305, doi: https://doi.org/10.48550/arXiv.2411.17305.