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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| Project Status |
Completed (Fiscal Year 2013)
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| Budget Amount *help |
¥46,930,000 (Direct Cost: ¥36,100,000、Indirect Cost: ¥10,830,000)
Fiscal Year 2013: ¥14,690,000 (Direct Cost: ¥11,300,000、Indirect Cost: ¥3,390,000)
Fiscal Year 2012: ¥18,980,000 (Direct Cost: ¥14,600,000、Indirect Cost: ¥4,380,000)
Fiscal Year 2011: ¥13,260,000 (Direct Cost: ¥10,200,000、Indirect Cost: ¥3,060,000)
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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 / 行動コーパス / 屋内行動 / 歩行者ナビゲーション / ジャイロセンサ / 大規模コーパス / コーパス / 圧縮センシング / ジャイロ / 行動情報処理 / 角速度センサ / 行動データベース / データ形式 |
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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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Report
(4 results)
Research Products
(284 results)
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[Presentation] Lifelog-Based Active Movement Assistant System2013
Author(s)
Yusuke Satonaka, Takumi Kitazawa, Kazuki Suzuki, Yuki Fukuzaki, Takuya Azumi, Nobuhiko, Nishio
Organizer
The 1st IEEE International Conference on Cyber-Physical Systems, Networks, and Applications (CPSNA 2013)
Place of Presentation
Taipei, Taiwan
Related Report
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[Presentation] イベントベースによるセンサデータ収集ツール2012
Author(s)
里中裕輔, Tran Xuan Duc, 西尾信彦
Organizer
第2回HASC Challengeシンポジウム～携帯端末を利用した行動認識・センシングを目指して～
Place of Presentation
慶応義塾大学(東京都)
Year and Date
2012-01-11
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[Presentation] Wearable MC System2011
Author(s)
Okada, T., Yamamoto, T., Terada, T., Tsukamoto, M.
Organizer
Adjunct Video Proc.of the 9th Int'l Conf.on Pervasive Computing (Pervasive 2011)
Place of Presentation
San Francisco, CA, USA
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[Presentation] HASC Challenge2010:人間行動理解のための装着型加速度センサデータコーパスの構築2011
Author(s)
河口信夫, 小川延宏, 岩崎陽平, 梶克彦, 寺田努, 村尾和哉, 井上創造, 川原圭博, 角康之, 西尾信彦
Organizer
情報処理学会マルチメディア,分散,協調とモバイルシンポジウム(DICOMO 2011)論文集
Place of Presentation
天橋立宮津ロイヤルホテル(京都府)
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[Presentation] HASC2011corpus : Towards the Common Ground of Human Activity Recognition2011
Author(s)
Kawaguchi, N., Yang, Y., Tang, T., Iwasaki, Y., Kaji, K., Terada, T., Murao, K., Inoue, S., Kawahara, Y., Sumi, Y., Nishio, N.
Organizer
Proc.of the 13th ACM Int'l Conf.on Ubiquitous Computing (UbiComp 2011)
Place of Presentation
Beijing, China
Related Report
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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)
Related Report
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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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