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Research on Digital Archives for Human Motion Data and Video Data

Research Project

Project/Area Number 11680415
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報システム学(含情報図書館学)
Research InstitutionKOBE UNIVERSITY

Principal Investigator

UEHARA Kuniaki  Kobe University Research Center for Urban Safety and Security, Professor, 都市安全研究センター, 教授 (60160206)

Project Period (FY) 1999 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥3,700,000 (Direct Cost: ¥3,700,000)
Fiscal Year 2000: ¥1,700,000 (Direct Cost: ¥1,700,000)
Fiscal Year 1999: ¥2,000,000 (Direct Cost: ¥2,000,000)
KeywordsMotion capture / digital library / video databases / Scene segmentatiomt / motion data / video data / 映像データ / クラスタリング / マルチメディア / 内容に基づく検索
Research Abstract

In researches on video database, indexing video data is necessary for quick and correct retrieval. The most important process in indexing video data is to segment video into coherent units called scenes, more than just partial video that we call cuts. Manual segmentation is accurate, but it takes a lot of time and background knowledge about the content of video. We have developed the method to segment video automatically, by integrating color, textual, and temporal information extracted from video.
Furthermore, we have focused on tagging human motion data. The motion data has the following features : movements on some body parts influence those on other body parts. We call this dependency as motion association rule. Thus the task of tagging motion data is equal to the task of expressing motion by using motion association rules. Because human motion data has above dependency, we treat motion data as multistream. In order to find motion association rules and cut off the cost of the task, we convert motion data of high dimension into multiple sequences of symbols of lower dimension. Each symbol uniquely represents primitive motion. The sequences of symbols can be obtained by content-based segmentation and clustering of similar segments.

Report

(3 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • Research Products

    (35 results)

All Other

All Publications (35 results)

  • [Publications] Kohei Maruyama: "Mining Association Rules from Semi-structured Data"Proc.of ICDCS Workshop on Knowledge Discovery and Data Mining in the World-Wide Web. 23-30 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 上原邦昭: "学習アルゴリズムの評価"bit別冊「発見科学とデータマイニング」. 97-107 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 是津耕司: "映像の意味的構造の発見"情報処理学会論文誌. 41・1. 12-23 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 大崎竜太: "速度に基づく切り出しとクラスタリングによる基本動作の抽出"人工知能学会誌. 15・5. 878-886 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Ryuta Osaki: "A Motion Recognition Method by Using Primitive Motions"Proc.of 5th IFIP 2.6 Working Conference on Visual Database Systems. 117-128 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Koichi Matsumoto: "A Multi-Channel Dissemination System Based on Time-Series Clustering Mechanism for On-Line News Articles"Proc.of Databese and Expart Systems Applications. 376-385 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 上原邦昭(西尾章治郎らとの共著): "情報の構造化と検索"岩波書店. 303 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kohei Maruyama: "Mining Association Rules from Semistructured Data"Proc.of ICDCS Workshop on Knowledge Discovery and Data Mining in the World-Wide Web. F-23-F-30 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Ryuta Osaki: "A Motion Recognition Method by Using Primitive Motions"Proc.of 5th IFIP 2.6 Working Conference on Visual Database Systems. 117-128 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Keita Maehara: "Parallel Network Organization Algorithm for Graph Matching and Subgraph Isomorphism Detection"Systems and Computers in Japan. Vol.31, No.8. 68-78 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Miyamoto, Y.: "Texture Analysis and Classification Using Bottom-Up Tree-Structured Wavelet Transform"Proc.of the Sixth Pacific Rim International Conference on Artificial Intelligence. 802 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Koichi Matsumoto: "A Multi-Channel Dissemination System Based on Time-Series Clustering Mechanism for On-Line News Articles"Proc.of Database and Expert Systems Applications (DEXA2000). 376-385 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Haruhiko Hiramatsu: "A Location-Aware Graphical BBS for Mobile Environments"Proc.of First International Global Disaster Information Network (GDIN) Information Technology Conference. 73-74 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Miyamoto, Y.: "Structural Stability Analysis for Texture Recognition"Proc.of IAPR Workshop on Machine Vision Applications. 275-278 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Germano Leichsenring: "A Location-Aware Graphical BBS for Mobile Environments"Proc.of (ACMGIS2000). 141-146 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Mitsuomi Shimada: "Discovery of Correlation from Multi-stream of Human Motion"Proc.of The Third International Conference on Discovery Science (DS2000). 290-294 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kohei Maruyama: "Knowledge Integration of Rule Mining and Schema Discovering"Proc.of The Third International Conference on Discovery Science (DS2000). 285-289 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Masayo Kaji: "Organization of Video Data Based on Semantic Representation by Conceptual Clustering, K.Tanaka etc. (eds.) Information Organization and Databases"Foundations of Data Organization, Kluwer Academic. 61-73 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Rafael Paulin Carlos: "Video Description Model based on Prototype-Instance Model"Proc.of 6th International Conference on Database Systems for Advanced Applications. 109-116 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kazutoshi Sumiya: "ScoopCast : Dynamic Video Production and Delivery from Indexed Live Video Stream"Proc.of 1999 Int'l Computer Science Conference. 133-145 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Masayo Kaji: "Creating Multimedia Presentation based on Constraint Satisfaction Problems in Multimedia Databases"Proc.of 1999 International Symposium on Database Applications in Non-Traditional Environments. 182-190 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Ryuta Osaki: "Extraction of Primitive Motion for Human Motion Recognition"Proc.of Discovery Science 1999, Lecture Notes in Artificial Intelligence, Springer-Verlag. Vol.1721. 351-352 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kohei Maruyama: "Mining Association Rules from Semi-structured Data"Proc.of ICDCS Workshop on Knowledge Discovery and Data Mining in the World-Wide Web. 23-30 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 上原邦昭: "学習アルゴリズムの評価"bit別冊「発見科学とデータマイニング」. 97-107 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 是津耕司: "映像の意味的構造の発見"情報処理学会論文誌. 41・1. 12-23 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 大崎滝太: "速度に基づく切り出しとクラスタリングによる基本動作の抽出"人工知能学会誌. 15・5. 878-886 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Ryuta Osaki: "A Motion Recognition Method by Using Primitive Motions"Proc.of 5th IFIP 2.6 Working Conference on Visual Database Systems. 117-128 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Koichi Matsumoto: "A Multi-Channel Dissemination System Based on Time-Series Clustering Mechanism for On-Line News Articles"Proc.of Databese and Expart Systems Applications. 376-385 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 上原邦昭(西尾章治郎らとの共著): "情報の構造化と検索"岩波書店. 303 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 村上大樹: "説明に基づく失敗の回避"情報処理学会論文誌. 40,7. 3109-3112 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 宮本行庸: "特微構成法を用いたQ学習の効率改善"情報処理学会論文誌:数理モデル化と応用. 40.SIG9s1g9. 62-71 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 是津耕司: "映像の意味的構造の発見"情報処理学会論文誌. 41.1. 12-23 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 堀井則彰: "失敗からの知識獲得とテキスト分類に基づくインターネットからの情報収集"情報処理学会論文誌. 41.1. 24-35 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 上原邦昭: "学習アルゴリズムの評価"bit 別冊「発見科学とデータマイニング」. (印刷中).

    • Related Report
      1999 Annual Research Report
  • [Publications] Ryuta Osaki: "Extraction of Primitive Motion for Human Motion Recognition"Proc.of Discovery Science 1999,Lecture Noes in Artifisial Intelligence. 1721. 351-352 (1999)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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