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Engineering Imagination -- Inferring past frames using massive video instances

Research Project

Project/Area Number 25540070
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Perceptual information processing
Research InstitutionKyushu University

Principal Investigator

SEIICHI Uchida  九州大学, システム情報科学研究科(研究院, 教授 (70315125)

Co-Investigator(Kenkyū-buntansha) 馮 尭楷  九州大学, システム情報科学研究科(研究院, 助教 (60363389)
Project Period (FY) 2013-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2014: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2013: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Keywordsパターン認識 / 映像解析 / 映像合成 / 時系列処理 / 大規模データ / 時系列解析 / 大規模データ処理 / 動画像
Outline of Final Research Achievements

The aim of this research is to mimic the imagination skill of human-being by computer. Human can imagine the process that an object falls down and bounds at the floor just by watching a final image where the object lies on the floor. One assumption for this imagination skill is that we refer to similar instances that we have already seen before. Based on the assumption, we prepare a large instance data set and realize a method to estimate the past frame images by referring instances appropriate for the individual frame images.

Report

(3 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • Research Products

    (8 results)

All 2015 2014 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (5 results) Remarks (2 results)

  • [Journal Article] A Novel HMM Decoding Algorithm Permitting Long-Term Dependencies and its Application to Handwritten Word Recognition2014

    • Author(s)
      Volkmar Frinken, Ryosuke Kakisako and Seiichi Uchida
    • Journal Title

      Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition

      Volume: 1 Pages: 128-133

    • DOI

      10.1109/icfhr.2014.29

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Presentation] K-近傍弾性マッチングに関する諸検討2015

    • Author(s)
      深澤大我, フォン ヤオカイ, 内田誠一
    • Organizer
      電子情報通信学会パターン認識・メディア理解研究会
    • Place of Presentation
      東北大学仙台市
    • Year and Date
      2015-02-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] 大規模事例に基づく動画像推定 -時間的および空間的変化の抽出法の検討-2014

    • Author(s)
      上村 将之, 岩切 裕太郎, フォンヤオカイ, 内田 誠一
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      岡山コンベンションセンター, 岡山市
    • Year and Date
      2014-07-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] 大規模事例に基づく動画像推定のための対象の動き表現

    • Author(s)
      岩切裕太郎, フォン ヤオカイ, 内田誠一
    • Organizer
      電子情報通信学会パターン認識・理解研究会
    • Place of Presentation
      三重大学
    • Related Report
      2013 Research-status Report
  • [Presentation] 弾性マッチング二題 ~ 最適化法を変えて広がる応用 ~

    • Author(s)
      内田誠一, 柿迫良輔, 深澤大我, フリンケン フォルクマー, フォン ヤオカイ
    • Organizer
      電子情報通信学会技術研究報告
    • Place of Presentation
      三重大学
    • Related Report
      2013 Research-status Report
  • [Presentation] K-近傍弾性マッチングを用いたオンライン文字認識

    • Author(s)
      深澤大我, 藤崎顕彰, フォン ヤオカイ, 内田誠一
    • Organizer
      電子情報通信学会技術研究報告
    • Place of Presentation
      福岡大学
    • Related Report
      2013 Research-status Report
  • [Remarks] human.ait.kyushu-u.ac.jp

    • Related Report
      2014 Annual Research Report
  • [Remarks] http://human.ait.kyushu-u.ac.jp/~uchida/mybib.html

    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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