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Influence of Peripheral Vibration Stimulus on Viewing and Response Actions

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Pattern Recognition. ICPR International Workshops and Challenges (ICPR 2021)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 12663))

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Abstract

Changes in perceptional performance and attention levels in response to vibration motion stimulus in the peripheral field of vision were observed experimentally. Viewers were asked to respond to the dual tasks of detecting a single peripheral vibration while viewing a consequence task in the central field of vision. A hierarchical Bayesian model was employed to extract the features of viewing behaviour from observed response data. The estimated parameters showed the correct answer rate tendency, vibration frequency dependence, and time series for covert attention. Also, the estimated frequency of microsaccades was an indicator of the temporal change in latent attention and the suppression of eye movement.

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Acknowledgement

This research was partially supported by the Japan Society for the Promotion of Science (JSPS), Grant-in-Aid for Scientific Research (KAKEN, 20H01718: 2020–2022).

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Authors and Affiliations

  1. Tokyo Institute of Technology, Meguro, Tokyo, 152-8552, Japan

    Takahiro Ueno & Minoru Nakayama

Authors
  1. Takahiro Ueno
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  2. Minoru Nakayama
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Corresponding author

Correspondence to Minoru Nakayama .

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Editors and Affiliations

  1. Dipartimento di Ingegneria dell’Informazione, University of Firenze, Firenze, Italy

    Alberto Del Bimbo

  2. Dipartimento di Ingegneria “Enzo Ferrari”, Università di Modena e Reggio Emilia, Modena, Italy

    Rita Cucchiara

  3. Department of Computer Science, Boston University, Boston, MA, USA

    Stan Sclaroff

  4. Dipartimento di Matematica e Informatica, University of Catania, Catania, Italy

    Giovanni Maria Farinella

  5. Cloud & AI, JD.COM, Beijing, China

    Tao Mei

  6. Dipartimento di Ingegneria dell’Informazione, University of Firenze, Firenze, Italy

    Marco Bertini

  7. Computational Sciences Department, National Institute of Astrophysics, Optics and Electronics (INAOE), Tonantzintla, Puebla, Mexico

    Hugo Jair Escalante

  8. Dipartimento di Ingegneria “Enzo Ferrari”, Università di Modena e Reggio Emilia, Modena, Italy

    Roberto Vezzani

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Ueno, T., Nakayama, M. (2021). Influence of Peripheral Vibration Stimulus on Viewing and Response Actions. In: Del Bimbo, A., et al. Pattern Recognition. ICPR International Workshops and Challenges. ICPR 2021. Lecture Notes in Computer Science(), vol 12663. Springer, Cham. https://doi.org/10.1007/978-3-030-68796-0_30

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  • DOI: https://doi.org/10.1007/978-3-030-68796-0_30

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-68795-3

  • Online ISBN: 978-3-030-68796-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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