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      Dynamic scan paths investigations under manual and highly automated driving

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          Abstract

          Active visual scanning of the scene is a key task-element in all forms of human locomotion. In the field of driving, steering (lateral control) and speed adjustments (longitudinal control) models are largely based on drivers’ visual inputs. Despite knowledge gained on gaze behaviour behind the wheel, our understanding of the sequential aspects of the gaze strategies that actively sample that input remains restricted. Here, we apply scan path analysis to investigate sequences of visual scanning in manual and highly automated simulated driving. Five stereotypical visual sequences were identified under manual driving: forward polling (i.e. far road explorations), guidance, backwards polling (i.e. near road explorations), scenery and speed monitoring scan paths. Previously undocumented backwards polling scan paths were the most frequent. Under highly automated driving backwards polling scan paths relative frequency decreased, guidance scan paths relative frequency increased, and automation supervision specific scan paths appeared. The results shed new light on the gaze patterns engaged while driving. Methodological and empirical questions for future studies are discussed.

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          Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

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            Human gaze control during real-world scene perception.

            In human vision, acuity and color sensitivity are best at the point of fixation, and the visual-cognitive system exploits this fact by actively controlling gaze to direct fixation towards important and informative scene regions in real time as needed. How gaze control operates over complex real-world scenes has recently become of central concern in several core cognitive science disciplines including cognitive psychology, visual neuroscience, and machine vision. This article reviews current approaches and empirical findings in human gaze control during real-world scene perception.
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              Where we look when we steer.

              Steering a car requires visual information from the changing pattern of the road ahead. There are many theories about what features a driver might use, and recent attempts to engineer self-steering vehicles have sharpened interest in the mechanisms involved. However, there is little direct information linking steering performance to the driver's direction of gaze. We have made simultaneous recordings of steering-wheel angle and drivers' gaze direction during a series of drives along a tortuous road. We found that drivers rely particularly on the 'tangent point' on the inside of each curve, seeking this point 1-2 s before each bend and returning to it throughout the bend. The direction of this point relative to the car's heading predicts the curvature of the road ahead, and we examine the way this information is used.
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                Author and article information

                Contributors
                jordan.navarro@univ-lyon2.fr
                Journal
                Sci Rep
                Sci Rep
                Scientific Reports
                Nature Publishing Group UK (London )
                2045-2322
                12 February 2021
                12 February 2021
                2021
                : 11
                : 3776
                Affiliations
                [1 ]GRID grid.482745.8, EMC (Laboratoire D’étude Des Mécanismes Cognitifs), ; University Lyon 2, Bron, France
                [2 ]GRID grid.440891.0, ISNI 0000 0001 1931 4817, Institut Universitaire de France, ; Paris, France
                [3 ]GRID grid.7737.4, ISNI 0000 0004 0410 2071, Traffic Research Unit, , University of Helsinki, ; Helsinki, Finland
                [4 ]GRID grid.25697.3f, ISNI 0000 0001 2172 4233, IFSTTAR-TS2-LESCOT, , University of Lyon, ; Bron, France
                Article
                83336
                10.1038/s41598-021-83336-4
                7881108
                33580149
                087b1724-d8a8-475b-997d-4471626ea266
                © The Author(s) 2021

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 17 March 2020
                : 1 February 2021
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/501100001665, Agence Nationale de la Recherche;
                Award ID: ANR-18-CE22-0002-01
                Award Recipient :
                Categories
                Article
                Custom metadata
                © The Author(s) 2021

                Uncategorized
                psychology,human behaviour,perception,sensorimotor processing
                Uncategorized
                psychology, human behaviour, perception, sensorimotor processing

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