Detail publikačního výsledku

Usability of Pilot's Gaze in Aeronautic Cockpit for Safer Aircraft

PAVELKOVÁ, A.; HEROUT, A.; BEHÚŇ, K.

Originální název

Usability of Pilot's Gaze in Aeronautic Cockpit for Safer Aircraft

Anglický název

Usability of Pilot's Gaze in Aeronautic Cockpit for Safer Aircraft

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

With increasing complexity of aircraft equipment, the demands on the aircraft crew are unprecedented. The modern cockpit must adjust its pace of communication for optimal workload of the crew and ensure that the information presented to the pilot is actually received. We contribute to the solution of these problems by designing a passive (purely video-based and unobtrusive) gaze tracking solution. It allows for detection of the pilot missing a piece of information communicated by the cockpit equipment, and for estimation of pilot's workload and immediate focus. We collected a dataset at an aeronautic simulator by using the OptiTrack tracking equipment for development and evaluation of similar gaze tracking systems and we make it publicly available. The experiments show that proposed algorithms for passive and unobtrusive gaze estimation work satisfactorily for the targeted purposes.

Anglický abstrakt

With increasing complexity of aircraft equipment, the demands on the aircraft crew are unprecedented. The modern cockpit must adjust its pace of communication for optimal workload of the crew and ensure that the information presented to the pilot is actually received. We contribute to the solution of these problems by designing a passive (purely video-based and unobtrusive) gaze tracking solution. It allows for detection of the pilot missing a piece of information communicated by the cockpit equipment, and for estimation of pilot's workload and immediate focus. We collected a dataset at an aeronautic simulator by using the OptiTrack tracking equipment for development and evaluation of similar gaze tracking systems and we make it publicly available. The experiments show that proposed algorithms for passive and unobtrusive gaze estimation work satisfactorily for the targeted purposes.

Klíčová slova

Gaze Recognition, Random Forest, Aeronautics Cockpit, OptiTrack, Head Pose Estimation

Klíčová slova v angličtině

Gaze Recognition, Random Forest, Aeronautics Cockpit, OptiTrack, Head Pose Estimation

Autoři

PAVELKOVÁ, A.; HEROUT, A.; BEHÚŇ, K.

Rok RIV

2016

Vydáno

01.07.2015

Nakladatel

The Universidad de Las Palmas de Gran Canaria

Místo

Las Palmas

ISBN

978-1-4673-6595-6

Kniha

Proceedings of ITSC 2015

Strany od

1

Strany do

6

Strany počet

6

BibTex

@inproceedings{BUT119872,
  author="Alena {Pavelková} and Adam {Herout} and Kamil {Behúň}",
  title="Usability of Pilot's Gaze in Aeronautic Cockpit for Safer Aircraft",
  booktitle="Proceedings of ITSC 2015",
  year="2015",
  pages="1--6",
  publisher="The Universidad de Las Palmas de Gran Canaria",
  address="Las Palmas",
  doi="10.1109/ITSC.2015.252",
  isbn="978-1-4673-6595-6"
}