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Coming in handy: CeTI-Age — A comprehensive database of kinematic hand movements across the lifespan

The Tactile Internet aims to advance human-human and human-machine interactions that also utilize hand movements in real, digitized, and remote environments. Attention to elderly generations is necessary to make the Tactile Internet age inclusive. We present the first age-representative kinematic da...

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Autores principales: Muschter, Evelyn, Schulz, Jonas, Tömösközi, Máté, Herbst, Leonie, Küssel, Lena, Sefunç, Merve, Holtzhausen, Stefan, Speidel, Stefanie, Fitzek, Frank H. P., Li, Shu-Chen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10676381/
https://www.ncbi.nlm.nih.gov/pubmed/38007482
http://dx.doi.org/10.1038/s41597-023-02738-3
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author Muschter, Evelyn
Schulz, Jonas
Tömösközi, Máté
Herbst, Leonie
Küssel, Lena
Sefunç, Merve
Holtzhausen, Stefan
Speidel, Stefanie
Fitzek, Frank H. P.
Li, Shu-Chen
author_facet Muschter, Evelyn
Schulz, Jonas
Tömösközi, Máté
Herbst, Leonie
Küssel, Lena
Sefunç, Merve
Holtzhausen, Stefan
Speidel, Stefanie
Fitzek, Frank H. P.
Li, Shu-Chen
author_sort Muschter, Evelyn
collection PubMed
description The Tactile Internet aims to advance human-human and human-machine interactions that also utilize hand movements in real, digitized, and remote environments. Attention to elderly generations is necessary to make the Tactile Internet age inclusive. We present the first age-representative kinematic database consisting of various hand gesturing and grasping movements at individualized paces, thus capturing naturalistic movements. We make this comprehensive database of kinematic hand movements across the adult lifespan (CeTI-Age-Kinematic-Hand) publicly available to facilitate a deeper understanding of intra-individual–focusing especially on age-related differences–and inter-individual variability in hand kinematics. The core of the database contains participants’ hand kinematics recorded with wearable resistive bend sensors, individual static 3D hand models, and all instructional videos used during the data acquisition. Sixty-three participants ranging from age 20 to 80 years performed six repetitions of 40 different naturalistic hand movements at individual paces. This unique database with data recorded from an adult lifespan sample can be used to advance machine-learning approaches in hand kinematic modeling and movement prediction for age-inclusive applications.
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spelling pubmed-106763812023-11-25 Coming in handy: CeTI-Age — A comprehensive database of kinematic hand movements across the lifespan Muschter, Evelyn Schulz, Jonas Tömösközi, Máté Herbst, Leonie Küssel, Lena Sefunç, Merve Holtzhausen, Stefan Speidel, Stefanie Fitzek, Frank H. P. Li, Shu-Chen Sci Data Data Descriptor The Tactile Internet aims to advance human-human and human-machine interactions that also utilize hand movements in real, digitized, and remote environments. Attention to elderly generations is necessary to make the Tactile Internet age inclusive. We present the first age-representative kinematic database consisting of various hand gesturing and grasping movements at individualized paces, thus capturing naturalistic movements. We make this comprehensive database of kinematic hand movements across the adult lifespan (CeTI-Age-Kinematic-Hand) publicly available to facilitate a deeper understanding of intra-individual–focusing especially on age-related differences–and inter-individual variability in hand kinematics. The core of the database contains participants’ hand kinematics recorded with wearable resistive bend sensors, individual static 3D hand models, and all instructional videos used during the data acquisition. Sixty-three participants ranging from age 20 to 80 years performed six repetitions of 40 different naturalistic hand movements at individual paces. This unique database with data recorded from an adult lifespan sample can be used to advance machine-learning approaches in hand kinematic modeling and movement prediction for age-inclusive applications. Nature Publishing Group UK 2023-11-25 /pmc/articles/PMC10676381/ /pubmed/38007482 http://dx.doi.org/10.1038/s41597-023-02738-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Data Descriptor
Muschter, Evelyn
Schulz, Jonas
Tömösközi, Máté
Herbst, Leonie
Küssel, Lena
Sefunç, Merve
Holtzhausen, Stefan
Speidel, Stefanie
Fitzek, Frank H. P.
Li, Shu-Chen
Coming in handy: CeTI-Age — A comprehensive database of kinematic hand movements across the lifespan
title Coming in handy: CeTI-Age — A comprehensive database of kinematic hand movements across the lifespan
title_full Coming in handy: CeTI-Age — A comprehensive database of kinematic hand movements across the lifespan
title_fullStr Coming in handy: CeTI-Age — A comprehensive database of kinematic hand movements across the lifespan
title_full_unstemmed Coming in handy: CeTI-Age — A comprehensive database of kinematic hand movements across the lifespan
title_short Coming in handy: CeTI-Age — A comprehensive database of kinematic hand movements across the lifespan
title_sort coming in handy: ceti-age — a comprehensive database of kinematic hand movements across the lifespan
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10676381/
https://www.ncbi.nlm.nih.gov/pubmed/38007482
http://dx.doi.org/10.1038/s41597-023-02738-3
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