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Towards a human-centred cognitive model of visuospatial complexity in everyday driving

Kondyli, Vasiliki LU ; Bhatt, Mehul and Suchan, Jakob (2020) 9th European Starting AI Researchers' Symposium, STAIRS 2020 In CEUR Workshop Proceedings 2655.
Abstract

We develop a human-centred, cognitive model of visuospatial complexity in everyday, naturalistic driving conditions. With a focus on visual perception, the model incorporates quantitative, structural, and dynamic attributes identifiable in the chosen context; the human-centred basis of the model lies in its behavioural evaluation with human subjects with respect to psychophysical measures pertaining to embodied visuoauditory attention. We report preliminary steps to apply the developed cognitive model of visuospatial complexity for human-factors guided dataset creation and benchmarking, and for its use as a semantic template for the (explainable) computational analysis of visuospatial complexity.

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author
; and
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
host publication
Towards a human-centred cognitive model of visuospatial complexity in everyday driving
series title
CEUR Workshop Proceedings
volume
2655
conference name
9th European Starting AI Researchers' Symposium, STAIRS 2020
conference location
Santiago Compostela, Spain
conference dates
2020-08-29 - 2020-08-30
external identifiers
  • scopus:85090911230
ISSN
1613-0073
language
English
LU publication?
no
additional info
Publisher Copyright: © 2020 CEUR-WS. All rights reserved.
id
fa6e4b8f-dc1a-4003-aeea-a72f6003bfaf
date added to LUP
2025-06-08 07:48:03
date last changed
2025-06-10 11:07:22
@inproceedings{fa6e4b8f-dc1a-4003-aeea-a72f6003bfaf,
  abstract     = {{<p>We develop a human-centred, cognitive model of visuospatial complexity in everyday, naturalistic driving conditions. With a focus on visual perception, the model incorporates quantitative, structural, and dynamic attributes identifiable in the chosen context; the human-centred basis of the model lies in its behavioural evaluation with human subjects with respect to psychophysical measures pertaining to embodied visuoauditory attention. We report preliminary steps to apply the developed cognitive model of visuospatial complexity for human-factors guided dataset creation and benchmarking, and for its use as a semantic template for the (explainable) computational analysis of visuospatial complexity.</p>}},
  author       = {{Kondyli, Vasiliki and Bhatt, Mehul and Suchan, Jakob}},
  booktitle    = {{Towards a human-centred cognitive model of visuospatial complexity in everyday driving}},
  issn         = {{1613-0073}},
  language     = {{eng}},
  series       = {{CEUR Workshop Proceedings}},
  title        = {{Towards a human-centred cognitive model of visuospatial complexity in everyday driving}},
  volume       = {{2655}},
  year         = {{2020}},
}