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Data Assimilation based Vision for People Behavior Analysis

Research Project

Project/Area Number 23700189
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Perception information processing/Intelligent robotics
Research InstitutionChiba University

Principal Investigator

KAWAMOTO Kazuhiko  千葉大学, 総合メディア基盤センター, 准 教授 (30345376)

Project Period (FY) 2012 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2011: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywordsコンピュータビジョン / シミュレーション / 機械学習 / 人物追跡
Research Abstract

We developed a data assimilation method for people behavior analysis. The method estimates the parameters of a stochastic simulation model that mimics people behavior using videos in a space. Furthermore, we developed an activity recognition method using a wearable camera and a structure-from-motion method for visualization of people behavior.

Report

(3 results)
  • 2013 Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Research-status Report
  • Research Products

    (25 results)

All 2013 2012 2011

All Journal Article (5 results) (of which Peer Reviewed: 2 results) Presentation (20 results)

  • [Journal Article] Particle Filtering with Switching Observation Models2011

    • Author(s)
      Kazuhiko Kawamoto
    • Journal Title

      Proc.2nd International Workshop on Advanced Computational Intelligence and Intelligent Informatics

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Particle Filtering with Switching Observation Models2011

    • Author(s)
      Kazuhiko Kawamoto
    • Journal Title

      Proc. 2nd International Workshop on Advanced Computational Intelligence and Intelligent Informatics

      Volume: -

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Simultaneous Tracking and Recognition of Hand Gesture using Particle Filter2011

    • Author(s)
      R. Fukuoka, K. Kawamoto
    • Journal Title

      International Conference on Imaging and Printing Technologies

      Volume: - Pages: 231-233

    • Related Report
      2011 Research-status Report
  • [Journal Article] 見えの生成モデルに基づく物体追跡2011

    • Author(s)
      米川達弥,川本一彦
    • Journal Title

      画像の認識・理解シンポジウム

      Volume: -

    • NAID

      170000067417

    • Related Report
      2011 Research-status Report
  • [Journal Article] 複数歩行者追跡のためのフロアフィールドを用いたセルオートマトン型歩行者行動モデルにおけるパラメータ推定に関する基礎検討2011

    • Author(s)
      田代祐志, 川本一彦
    • Journal Title

      情報処理学会研究報告

      Volume: Vol.2011-CVIM-177(6)

    • Related Report
      2011 Research-status Report
  • [Presentation] 粒子フィルタによる対象追跡の動向(チュートリアル講演)2013

    • Author(s)
      川本一彦
    • Organizer
      電子情報通信学会SIS研究会
    • Place of Presentation
      クリエート浜松
    • Related Report
      2012 Annual Research Report
  • [Presentation] Data assimilation of probabilistic cell automaton for crowd modeling2013

    • Author(s)
      Yuji Tashiro, Kazuhiko Kawamoto
    • Organizer
      International Workshop on Particle Filters for Data Assimilation
    • Place of Presentation
      統計数理研究所
    • Related Report
      2012 Annual Research Report
  • [Presentation] グリッド法を用いた粒子フィルタのラオ・ブラックウェル化2013

    • Author(s)
      川本一彦
    • Organizer
      情報処理学会CVIM研究会
    • Place of Presentation
      京都大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Data assimilation of probabilistic cell automaton for crowd modeling2012

    • Author(s)
      Yuji Tashiro and Kazuhiko Kawamoto
    • Organizer
      International Workshop on Particle Filters for Data Assimilation
    • Related Report
      2013 Final Research Report
  • [Presentation] 複数人物の移動軌跡データからの環境モデルパラメータの逐次ベイズ推定2012

    • Author(s)
      田代祐志,川本一彦,岡本一志
    • Organizer
      情報処理学会CVIM研究会
    • URL

      http://id.nii.ac.jp/1001/00087096/

    • Related Report
      2013 Final Research Report
  • [Presentation] Vision-based Activity Recognition of Individuals and Group in Libraries2012

    • Author(s)
      Kazuhiko Kawamoto
    • Organizer
      International seminar on Scientific Issues and Trends
    • Related Report
      2013 Final Research Report 2012 Annual Research Report
  • [Presentation] Grid-based Rao-Blackwellisation of Particle Filtering for Switching Observation Models2012

    • Author(s)
      Kazuhiko Kawamoto
    • Organizer
      International Conference on Information Fusion
    • Related Report
      2013 Final Research Report
  • [Presentation] 画像検索を用いた図書館内での自己位置推定2012

    • Author(s)
      風間光,川本一彦,岡本一志
    • Organizer
      情報処理学会CVIM研究会
    • URL

      http://id.nii.ac.jp/1001/00082586/

    • Related Report
      2013 Final Research Report
  • [Presentation] 複数人物の移動軌跡データからの環境モデルパラメータの逐次ベイズ推定2012

    • Author(s)
      田代祐志, 川本一彦, 岡本一志
    • Organizer
      情報処理学会CVIM研究会
    • Place of Presentation
      横浜国立大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Visual detection and tracking by particle filters (TUTORIAL)2012

    • Author(s)
      Kazuhiko Kawamoto
    • Organizer
      OMRON Satellite Events in International Conferance on SCIS&ISIS 2012
    • Place of Presentation
      兵庫県立大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Visual vehicle tracking based on an appearance generative model2012

    • Author(s)
      Kazuhiko Kawamoto, Tatsuya Yonekawa, Kazushi Okamoto
    • Organizer
      International Conferance on SCIS&ISIS 2012
    • Place of Presentation
      Kobe Convention Center
    • Related Report
      2012 Annual Research Report
  • [Presentation] 大学図書館におけるセンシングの問題と課題2012

    • Author(s)
      川本一彦
    • Organizer
      パーティクルフィルタ研究会
    • Place of Presentation
      宿毛市立公民館
    • Related Report
      2012 Annual Research Report
  • [Presentation] 図書館内における画像センシング2012

    • Author(s)
      川本一彦, 風間光, 堀内麻由, 岡本一志
    • Organizer
      動体計測研究会
    • Place of Presentation
      東京大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Grid-based Rao-Blackwellisation of Particle Filtering for Switching Observation Models2012

    • Author(s)
      Kazuhiko Kawamoto
    • Organizer
      International Conference on Information Fusion 2012
    • Place of Presentation
      Singapore
    • Related Report
      2012 Annual Research Report
  • [Presentation] 画像検索を用いた図書館内での自己位置推定2012

    • Author(s)
      風間光, 川本一彦, 岡本一志
    • Organizer
      情報処理学会CVIM研究会
    • Place of Presentation
      中京大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 一人称視点カメラを用いた情報探索行動の推定2012

    • Author(s)
      堀内麻由, 川本一彦, 岡本一志
    • Organizer
      情報処理学会CVIM研究会
    • Place of Presentation
      中京大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] アピアランス生成モデルに基づく物体位置姿勢の同時推定2012

    • Author(s)
      米川達弥, 川本一彦
    • Organizer
      パーティクルフィルタ研究会
    • Place of Presentation
      水産工学研究所
    • Related Report
      2011 Research-status Report
  • [Presentation] 非同期な複数距離カメラを用いた移動物体の3次元位置合わせ2012

    • Author(s)
      山崎亮, 川本一彦
    • Organizer
      パーティクルフィルタ研究会
    • Place of Presentation
      水産工学研究所
    • Related Report
      2011 Research-status Report
  • [Presentation] ジェスチャ認識と追跡に基づくホームメディアプレーヤーへの応用2012

    • Author(s)
      林福城, 川本一彦, 陳定宏
    • Organizer
      パーティクルフィルタ研究会
    • Place of Presentation
      水産工学研究所
    • Related Report
      2011 Research-status Report
  • [Presentation] 図書館センシング2012

    • Author(s)
      川本一彦, 風間光, 堀内麻由, 岡本一志
    • Organizer
      統計数理研究所共同利用研究成果報告会
    • Place of Presentation
      統計数理研究所
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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