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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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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. |
format | Online Article Text |
id | pubmed-10676381 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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