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Research on Action Recognition Model Human Behavior Understanding

Research Project

Project/Area Number 08650308
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent mechanics/Mechanical systems
Research InstitutionThe Unuversity of Tokyo

Principal Investigator

MORI Taketoshi  RCAST,Reseach Associate, 先端科学技術研究センター, 助手 (20272586)

Co-Investigator(Kenkyū-buntansha) MIYAZAKI Hideki  RCAST,Reseach Associate, 先端科学技術研究センター, 助手 (10262114)
MIZOGUCHI Hiroshi  Saitama Univ., Ass.Professor, 工学部, 助教授 (00262113)
Project Period (FY) 1996 – 1997
Project Status Completed (Fiscal Year 1997)
Budget Amount *help
¥2,300,000 (Direct Cost: ¥2,300,000)
Fiscal Year 1997: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 1996: ¥1,500,000 (Direct Cost: ¥1,500,000)
KeywordsVisual Tracking / Action Recognition / Behavior Understanding / Medical Care / Pointing Behavior / Medical Treatment / 行動理解 / 動作認識 / 視覚追跡 / 注視処理 / 医療行為
Research Abstract

The purpose of this research is to realize a action recognition model which is a basic technology for human behavior understanding. Human behavior understanding is necessary for human symbiosis systems or human symbiotic robots. This research utilizes visual processing system which has high-speed visual tracking capability.
This research proposed three-revel hierarchy model. The top level is discrimination of behavior. The second is attention of action and the lowest is tracking of motion. The model is verified by expeiments which uses, human parts finding/tracking process, multiple attention region processing, and behavior discrimination process based on human behavior model-base.
The model has utilized for two types application. One is for Medical treatment understanding in medical care room. Most of medical ear/nose treatment can be understood using the proposed model with constructed system. The other application is pointing behavior (pointing gesture) understanding of sick person in a bed. The proposed model is used to understand one's gesture. In this application, color feature tracking revealed to be robust in complicated environment.

Report

(3 results)
  • 1997 Annual Research Report   Final Research Report Summary
  • 1996 Annual Research Report
  • Research Products

    (10 results)

All Other

All Publications (10 results)

  • [Publications] 森・江口・佐藤: "診療行為の視覚理解とその医療情報処理への応用" 画像ラボ. 1996・12. 15-18 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 江口・佐藤・森: "診療行為記述化のための視覚理解機能" 日本ロボット学会誌. 15・5. 766-772 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] "ヒポクラテス流・ライフ学" 月刊ヒポクラテス. 2. 1-1 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] "テクノロジーの最先端を歩く(2)" ばんぶつ. 3. 6-7 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] "重要技術トピックス1" 日経テクノフロンティア. 12/22. 19-21 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Taketoshi MORI,Ikuko EGUCHI,Tomomasa SATO: "Visual Understanding of Medical Care and Its Application for Medical Infomation Processing" Image-Lab. 1996-12. 15-18 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Ikuko EGUCHI,Taketoshi MORI,Tomomasa SATO: "Visual Understanding for Medical Care Descripton" Journal of RSJ. 15-5. 766-772 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 森、江口、佐藤: "診療行為の視覚理解とその医療情報処理への応用" 画像ラボ. 1996・12. 15-18 (1996)

    • Related Report
      1997 Annual Research Report
  • [Publications] 江口, 佐藤, 森: "診療行為記述のための視覚理解機能" 日本ロボット学会誌. 15・5. 766-772 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 森武俊: "診療行為の視覚理解とその医療情報処理への応用" 画像ラボ. 1996・12. 15-18 (1996)

    • Related Report
      1996 Annual Research Report

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Published: 1996-04-01   Modified: 2016-04-21  

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