Consistency verification of marker-less gait assessment system for stair walking

Ami Ogawa, Ayanori Yorozu, Akira Mita, Masaki Takahashi, Christos Georgoulas, Thomas Bock

研究成果: Conference contribution

抄録

The number of elderly people is drastically increasing. To support them, the gait information is under the spotlight since it has the relationship between the fall risk and dementia. Among other scenarios, a relatively higher level of ability is needed for the stair walking as it requires balancing and loading. Conventionally, 3D motion capture devices have been used to acquire the parameters of stair walking. However, it is difficult to acquire daily parameters as the equipment needs complicated preparation and body-worn markers. In this study, we propose a system which can acquire daily stair walking parameters using only depth data obtained by Kinect v2 without restraining by markers. We confirmed the accuracy of our proposed system compared with a 3D motion capture system.

本文言語English
ホスト出版物のタイトルBioinformatics and Biomedical Engineering - 4th International Conference, IWBBIO 2016, Proceedings
編集者Francisco Ortuno, Ignacio Rojas
出版社Springer Verlag
ページ653-663
ページ数11
ISBN(印刷版)9783319317434
DOI
出版ステータスPublished - 2016
イベント4th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2016 - Granada, Spain
継続期間: 2016 4 202016 4 22

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
9656
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Other

Other4th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2016
国/地域Spain
CityGranada
Period16/4/2016/4/22

ASJC Scopus subject areas

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

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