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• Driver’s Condition Detection System Using Multimodal Imaging and Machine Learning Algorithms

  Publication

  • P. A. Leszczełowska
  • M. A. Bollin
  • K. Lempkowski
  • M. Żak
  • J. Rumiński

  - Year 2023

  To this day, driver fatigue remains one of the most significant causes of road accidents. In this paper, a novel way of detecting and monitoring a driver’s physical state has been proposed. The goal of the system was to make use of multimodal imaging from RGB and thermal cameras working simultaneously to monitor the driver’s current condition. A custom dataset was created consisting of thermal and RGB video samples. Acquired data...

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