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Hand with Sensing Sphere: Body-Centered Spatial Interactions with a Hand-Worn Spherical Camera

Authors:

Zendai Kashino,

Masahiko InamiAuthors Info & Claims

SUI '20: Proceedings of the 2020 ACM Symposium on Spatial User Interaction

Article No.: 1, Pages 1 - 10

https://doi.org/10.1145/3385959.3418450

Published: 30 October 2020 Publication History

Abstract

We propose a novel body-centered interaction system making use of a spherical camera attached to a hand. Its broad and unique field of view enables an all-in-one approach to sensing multiple pieces of contextual information in hand-based spatial interactions: (i) hand location on the body surface, (ii) hand posture, (iii) hand keypoints in certain postures, and (iv) the near-hand environment. The proposed system makes use of a deep-learning approach to perform hand location and posture recognition. The proposed system is capable of achieving high hand location and posture recognition accuracy, 85.0 % and 88.9 % respectively, after collecting sufficient data and training. Our result and example demonstrations show the potential of utilizing 360° cameras for vision-based sensing in context-aware body-centered spatial interactions.

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https://dl.acm.org/doi/10.1145/3613904.3642663
Arakawa RZhou BKrishnan GGoel MNayar S(2023)MI-PoserProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36108917:3(1-24)Online publication date: 27-Sep-2023
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cover image ACM Conferences

SUI '20: Proceedings of the 2020 ACM Symposium on Spatial User Interaction

October 2020

188 pages

ISBN:9781450379434

DOI:10.1145/3385959

Copyright © 2020 ACM.

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Published: 30 October 2020

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https://dl.acm.org/doi/10.1145/3613904.3642663
Arakawa RZhou BKrishnan GGoel MNayar S(2023)MI-PoserProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36108917:3(1-24)Online publication date: 27-Sep-2023
https://dl.acm.org/doi/10.1145/3610891
Waghmare ABoldu RWhitmire EKienzle W(2023)OptiRing: Low-Resolution Optical Sensing for Subtle Thumb-to-Index Micro-InteractionsProceedings of the 2023 ACM Symposium on Spatial User Interaction10.1145/3607822.3614538(1-13)Online publication date: 13-Oct-2023
https://dl.acm.org/doi/10.1145/3607822.3614538
Mollyn VArakawa RGoel MHarrison CAhuja K(2023)IMUPoser: Full-Body Pose Estimation using IMUs in Phones, Watches, and EarbudsProceedings of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544548.3581392(1-12)Online publication date: 19-Apr-2023
https://dl.acm.org/doi/10.1145/3544548.3581392
Yeo HWu EKim DLee JKim HOh STakagi LWoo WKoike HQuigley A(2023)OmniSense: Exploring Novel Input Sensing and Interaction Techniques on Mobile Device with an Omni-Directional CameraProceedings of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544548.3580747(1-18)Online publication date: 19-Apr-2023
https://dl.acm.org/doi/10.1145/3544548.3580747
Yu TArakawa RMcCann JGoel M(2023)uKnit: A Position-Aware Reconfigurable Machine-Knitted Wearable for Gestural Interaction and Passive Sensing using Electrical Impedance TomographyProceedings of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544548.3580692(1-17)Online publication date: 19-Apr-2023
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Shimobayashi HSasaki THorie AArakawa RKashino ZInami M(2021)Independent Control of Supernumerary Appendages Exploiting Upper Limb RedundancyProceedings of the Augmented Humans International Conference 202110.1145/3458709.3458980(19-30)Online publication date: 22-Feb-2021
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