2013 Fiscal Year Final Research Report
Large-scale Database Construction of Wearable Sensors for Human Activity Recognition
| Project/Area Number |
23240014
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| Research Category |
Grant-in-Aid for Scientific Research (A)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Media informatics/Database
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| Research Institution | Nagoya University |
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Principal Investigator |
KAWAGUCHI Nobuo 名古屋大学, 工学(系)研究科(研究院), 教授 (10273286)
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| Co-Investigator(Kenkyū-buntansha) |
NISHIO Nobuhiko 立命館大学, 情報理工学部, 教授 (70286631)
SUMI Yasuyuki 公立はこだて未来大学, システム情報科学部, 教授 (30362578)
FUJINAMI Kaori 東京農工大学, 工学(系)研究科(研究院), 准教授 (10409633)
TERADA Tsutomu 神戸大学, 工学研究科, 准教授 (70324861)
INOUE Souzou 九州工業大学, 大学院・工学研究院, 准教授 (90346825)
KAWAHARA Yoshihiro 東京大学, 大学院・情報理工学系研究科, 講師 (80401248)
SHUZO Masaki 神奈川大学, 工学部, 准教授 (10456155)
OMURA Ren 豊橋技術科学大学, 工学(系)研究科(研究院), 講師 (10395163)
HADA Hisakazu 東京工科大学, メディア学部, 准教授 (00311788)
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| Project Period (FY) |
2011-04-01 – 2014-03-31
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| Keywords | ユーザモデル / 行動理解 / 行動センシング / 加速度センサ |
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| Research Abstract |
We held HASC Challenge that is a technical challenge for human activity sensing data collection continuously. Additionally, we organized indoor pedestrian sensing corpus with a balance of gender and age for indoor positioning and floor-plan generation researches. As the total, cumulative subjects exceed 500, and initial goal of the research is achieved. We also developed HASC Tool and HASC Logger for human activity sensing research. We held HASCA2013 as the joint workshop of Ubicomp2013 for enhance international appearance of our research.
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Research Products
(17 results)
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[Presentation] HASC2012corpus : Large Scale Human Activity Corpus and Its Application
Author(s)
Kawaguchi, N., Watanabe, H., Yang, T., Ogawa, N., Iwasaki Y., Kaji, N., Terada, T., Murao K., Inoue S., Kawahara Y., Hada H., Sumi Y., Nishio N.
Organizer
Proceedings of the Second International Workshop of Mobile Sensing : From Smartphones and Wearables to Big Data (IPSN'12)
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[Presentation] HASC2011corpus : Towards the Common Ground of Human Activity Recognition
Author(s)
Kawaguchi, N., Yang, Y., Yang, T., N., Ogawa, N., Iwasaki, Y., Kaji, K., Terada, T., Murao, K., Inoue, S., Kawahara, Y., Sumi, Y., Nishio, N.
Organizer
Proceedings of 13th ACM International Conference on Ubiquitous Computing
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