Relating Human Gaze and Manual Control Behavior in Preview Tracking Tasks with Spatial Occlusion

Evgeny Rezunenko; Kasper van der El; D.M. Pool; Rene van Paassen; Max Mulder

doi:10.1109/SMC.2018.00583

Relating Human Gaze and Manual Control Behavior in Preview Tracking Tasks with Spatial Occlusion

Evgeny Rezunenko, Kasper van der El, D.M. Pool, Rene van Paassen, Max Mulder

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

3 Citations (Scopus)

71 Downloads (Pure)

Abstract

In manual tracking tasks with preview of the target trajectory, humans have been modeled as dual-mode “near” and “far” viewpoint controllers. This paper investigates the physical basis of these two control mechanisms, and studies whether estimated viewpoint positions represent those parts of the previewed trajectory which humans use for control. A combination of human gaze and control data is obtained, through an experiment which compared tracking with full preview (1.5 s), occluded preview, and no preview. System identification is applied to estimate the two look-ahead time parameters of a two-viewpoint preview model. Results show that humans focus their gaze often around the model’s near-viewpoint position, and seldom at the far viewpoint. Gaze measurements may augment control data for the online identification of preview control behavior, to improve personalized monitoring or shared-control systems in vehicles.

Original language	English
Title of host publication	Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics
Subtitle of host publication	Myazaki, Japan, 2018
Pages	3430-3435
DOIs	https://doi.org/10.1109/SMC.2018.00583
Publication status	Published - 2018
Event	SMC 2018: IEEE International Conference on Systems, Man, and Cybernetics - Myazaki, Japan Duration: 7 Oct 2018 → 10 Oct 2018 http://www.smc2018.org/

Conference

Conference	SMC 2018: IEEE International Conference on Systems, Man, and Cybernetics
Abbreviated title	SMC 2108
Country/Territory	Japan
City	Myazaki
Period	7/10/18 → 10/10/18
Internet address	http://www.smc2018.org/

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10.1109/SMC.2018.00583

2018_Rezunenko_ProcIEEE-SMCAccepted author manuscript, 447 KB

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@inproceedings{89e20e80af1346bf9525750f634c1035,

title = "Relating Human Gaze and Manual Control Behavior in Preview Tracking Tasks with Spatial Occlusion",

abstract = "In manual tracking tasks with preview of the target trajectory, humans have been modeled as dual-mode “near” and “far” viewpoint controllers. This paper investigates the physical basis of these two control mechanisms, and studies whether estimated viewpoint positions represent those parts of the previewed trajectory which humans use for control. A combination of human gaze and control data is obtained, through an experiment which compared tracking with full preview (1.5 s), occluded preview, and no preview. System identification is applied to estimate the two look-ahead time parameters of a two-viewpoint preview model. Results show that humans focus their gaze often around the model{\textquoteright}s near-viewpoint position, and seldom at the far viewpoint. Gaze measurements may augment control data for the online identification of preview control behavior, to improve personalized monitoring or shared-control systems in vehicles. ",

author = "Evgeny Rezunenko and {van der El}, Kasper and D.M. Pool and {van Paassen}, Rene and Max Mulder",

year = "2018",

doi = "10.1109/SMC.2018.00583",

language = "English",

pages = "3430--3435",

booktitle = "Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics",

note = "SMC 2018: IEEE International Conference on Systems, Man, and Cybernetics, SMC 2108 ; Conference date: 07-10-2018 Through 10-10-2018",

url = "http://www.smc2018.org/",

}

Rezunenko, E, van der El, K , Pool, DM , van Paassen, R & Mulder, M 2018, Relating Human Gaze and Manual Control Behavior in Preview Tracking Tasks with Spatial Occlusion. in Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics: Myazaki, Japan, 2018. pp. 3430-3435, SMC 2018: IEEE International Conference on Systems, Man, and Cybernetics, Myazaki, Japan, 7/10/18. https://doi.org/10.1109/SMC.2018.00583

Relating Human Gaze and Manual Control Behavior in Preview Tracking Tasks with Spatial Occlusion. / Rezunenko, Evgeny; van der El, Kasper ; Pool, D.M. et al.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics: Myazaki, Japan, 2018. 2018. p. 3430-3435.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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T1 - Relating Human Gaze and Manual Control Behavior in Preview Tracking Tasks with Spatial Occlusion

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AU - van Paassen, Rene

AU - Mulder, Max

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N2 - In manual tracking tasks with preview of the target trajectory, humans have been modeled as dual-mode “near” and “far” viewpoint controllers. This paper investigates the physical basis of these two control mechanisms, and studies whether estimated viewpoint positions represent those parts of the previewed trajectory which humans use for control. A combination of human gaze and control data is obtained, through an experiment which compared tracking with full preview (1.5 s), occluded preview, and no preview. System identification is applied to estimate the two look-ahead time parameters of a two-viewpoint preview model. Results show that humans focus their gaze often around the model’s near-viewpoint position, and seldom at the far viewpoint. Gaze measurements may augment control data for the online identification of preview control behavior, to improve personalized monitoring or shared-control systems in vehicles.

AB - In manual tracking tasks with preview of the target trajectory, humans have been modeled as dual-mode “near” and “far” viewpoint controllers. This paper investigates the physical basis of these two control mechanisms, and studies whether estimated viewpoint positions represent those parts of the previewed trajectory which humans use for control. A combination of human gaze and control data is obtained, through an experiment which compared tracking with full preview (1.5 s), occluded preview, and no preview. System identification is applied to estimate the two look-ahead time parameters of a two-viewpoint preview model. Results show that humans focus their gaze often around the model’s near-viewpoint position, and seldom at the far viewpoint. Gaze measurements may augment control data for the online identification of preview control behavior, to improve personalized monitoring or shared-control systems in vehicles.

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BT - Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics

T2 - SMC 2018: IEEE International Conference on Systems, Man, and Cybernetics

Y2 - 7 October 2018 through 10 October 2018

ER -

Relating Human Gaze and Manual Control Behavior in Preview Tracking Tasks with Spatial Occlusion

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