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Efficient Completion for Multi-Dimensional Real-World Data

Research Project

Project/Area Number 19300023
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Media informatics/Database
Research InstitutionThe University of Tokyo

Principal Investigator

YAMAGUCHI Yasushi  The University of Tokyo, 大学院・総合文化研究科, 教授 (80210376)

Co-Investigator(Kenkyū-buntansha) KANAI Takashi  東京大学, 大学院・総合文化研究科, 准教授 (60312261)
Co-Investigator(Renkei-kenkyūsha) KANAI Takashi  東京大学, 大学院・総合文化研究科, 准教授 (60312261)
Project Period (FY) 2007 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥18,850,000 (Direct Cost: ¥14,500,000、Indirect Cost: ¥4,350,000)
Fiscal Year 2009: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2008: ¥8,840,000 (Direct Cost: ¥6,800,000、Indirect Cost: ¥2,040,000)
Fiscal Year 2007: ¥6,110,000 (Direct Cost: ¥4,700,000、Indirect Cost: ¥1,410,000)
Keywordsグラフィクス / 実世界情報処理 / メディア情報処理 / 並列計算 / 多次元データ
Research Abstract

Multi-dimensional data such as 3D spatial data, image, video and so on is rapidly increasing. This research aims at developing a novel method of natural and completion instead of simple interpolation by analyzing multi-dimensional data and extracting characteristic values. Efficiency is one of the most important aspect to achieve natural completion because it is crucial to analyze huge multi-dimensional data. The project tried two approaches to this efficiency, namely, "efficient computation with SIMD processor" and "efficient computation by statistical algorithm". As for the former attempt, we focused on rendering of massive volume data and succeeded to accomplish the efficient implementation which allows GPU's full performance. As for the latter attempt, we experimented on facial-impression operation. We have succeeded to implement facial beautification method which preserves apparent age of the original face.

Report

(4 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (27 results)

All 2010 2009 2008 2007

All Journal Article (6 results) (of which Peer Reviewed: 4 results) Presentation (14 results) Book (5 results) Patent(Industrial Property Rights) (2 results)

  • [Journal Article] 年齢相応な顔の魅力操作法2009

    • Author(s)
      深田陽子, 山口泰
    • Journal Title

      電子情報通信学会論文誌 J92-D(8)巻

      Pages: 1166-1175

    • NAID

      110007361104

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] 視覚の性質を利用するコンピュータグラフィクス2009

    • Author(s)
      山口泰
    • Journal Title

      VISION 22(1)巻

      Pages: 21-31

    • NAID

      130007537295

    • Related Report
      2009 Final Research Report
  • [Journal Article] 年齢相応な顔の魅力操作法2009

    • Author(s)
      深田陽子, 山口泰
    • Journal Title

      電子情報通信学会論文誌 J92-D(8)

      Pages: 1166-1175

    • NAID

      110007361104

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 視覚の性質を利用するコンピュータグラフィクス2009

    • Author(s)
      山口泰
    • Journal Title

      VISION 22(1)

      Pages: 21-31

    • NAID

      130007537295

    • Related Report
      2009 Annual Research Report
  • [Journal Article] GPUを用いたレイキャスティング法による陰関数局面表示2007

    • Author(s)
      金井崇, 大竹豊, 川田弘明, 加瀬究
    • Journal Title

      画像電子学会誌 Vol. 36, No. 4

      Pages: 335-343

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Fragment-based Evaluation of Non-Uniform B-spline Surfaces on GPUs2007

    • Author(s)
      Takashi Kanai
    • Journal Title

      Computer-Aided Design and Applications Vol. 4, Nos. 1-4

      Pages: 287-294

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Presentation] Hybridimage from different contents2010

    • Author(s)
      Peeraya Sripian, 山口泰
    • Organizer
      情報処理学会グラフィクスとCAD研究発表会
    • Place of Presentation
      岩手県八幡平市ホテル安比グランド
    • Year and Date
      2010-02-12
    • Related Report
      2009 Final Research Report
  • [Presentation] Hybrid image from different contents2010

    • Author(s)
      Peeraya Sripian, 山口泰
    • Organizer
      情報処理学会グラフィクスとCAD研究発表会
    • Place of Presentation
      岩手県八幡平市ホテル安比グランド
    • Year and Date
      2010-02-12
    • Related Report
      2009 Annual Research Report
  • [Presentation] 視覚の性質を利用するコンピュータグラフィクス2010

    • Author(s)
      山口泰
    • Organizer
      日本視覚学会2010年冬季大会
    • Place of Presentation
      工学院大学新宿キャンパスアーバンテックホール
    • Year and Date
      2010-01-20
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 距離によって見え方が変わる二重画像2009

    • Author(s)
      山口泰
    • Organizer
      錯覚ワークショップ
    • Place of Presentation
      明治大学駿河台キャンパス紫紺館
    • Year and Date
      2009-09-09
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 動画像編集のための動き推定2009

    • Author(s)
      鈴木裕一, 山口泰
    • Organizer
      情報処理学会グラフィクスとCAD研究発表会
    • Place of Presentation
      日本SGI (株) 恵比寿ガーデンプレースタワーSGIホール
    • Year and Date
      2009-07-13
    • Related Report
      2009 Final Research Report
  • [Presentation] 動画像編集のための動き推定2009

    • Author(s)
      鈴木裕一, 山口泰
    • Organizer
      情報処理学会グラフィクスとCAD研究発表会
    • Place of Presentation
      日本SGI(株)恵比寿ガーデンプレースタワーSGIホール
    • Year and Date
      2009-07-13
    • Related Report
      2009 Annual Research Report
  • [Presentation] 日本マンガの対話的なカラー化2009

    • Author(s)
      任陶, 山口泰
    • Organizer
      Visual Computing/グラフィクスとCADシンポジウム
    • Place of Presentation
      旭川市ときわ市民ホール・勤労者福祉総合センター
    • Year and Date
      2009-06-26
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] ビデオマッティングにおける disocclusion 問題のオプティカルフローによる解決法2008

    • Author(s)
      鈴木裕一, 山口泰
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      長野県軽井沢町軽井沢プリンスホテル
    • Year and Date
      2008-07-30
    • Related Report
      2009 Final Research Report
  • [Presentation] ビデオマッティングにおけるdisocclusion問題のオプティカルフローによる解決法2008

    • Author(s)
      鈴木裕一,山口泰
    • Organizer
      画像の認識・理解シンポジウム
    • Place of Presentation
      長野県軽井沢町軽井沢プリンスホテル
    • Year and Date
      2008-07-30
    • Related Report
      2008 Annual Research Report
  • [Presentation] Discrete Shortest Paths on Smooth Surface Representations2008

    • Author(s)
      Takashi Kanai, Yutaka Ohtake
    • Organizer
      Proc. IEEE International Conference on Shape Modeling and Applications
    • Related Report
      2009 Final Research Report
  • [Presentation] Deformation and Polygonization of Surfaces Represented by Locally Supported Polynomials2008

    • Author(s)
      Yutaka Ohtake, Takashi Kanai, Kase kyu
    • Organizer
      Proc. 4th China-Korea Joint Conference on Geometric and Visual Computing & IJCC Workshop
    • Related Report
      2009 Final Research Report
  • [Presentation] Convolutional Face Finder Using Graphcs Hardware2007

    • Author(s)
      Yuichi Suzuki, Yasushi Yamaguchi
    • Organizer
      IEVC 2007
    • Place of Presentation
      Cairns, Australia Hilton Cairns Hotel
    • Year and Date
      2007-11-25
    • Related Report
      2009 Final Research Report
  • [Presentation] Convolutional Face Finder Using Graphics Hardware2007

    • Author(s)
      Yuichi Suzuki, Yasushi Yamaguchi
    • Organizer
      IEVC 2007
    • Place of Presentation
      Cairns, Australia Hilton Cairns Hotel
    • Year and Date
      2007-11-25
    • Related Report
      2007 Annual Research Report
  • [Presentation] 4次元陰関数を用いた時系列連続断層画像の形状表現2007

    • Author(s)
      渡部広志, 大竹豊, 金井崇, 道川隆士, 近藤邦雄
    • Organizer
      グラフィクスとCAD/Visual Computing 合同シンポジゥム論文集
    • Related Report
      2009 Final Research Report
  • [Book] Java による3Dグラフィクス入門2009

    • Author(s)
      山口泰
    • Total Pages
      174
    • Publisher
      昭晃堂
    • Related Report
      2009 Final Research Report
  • [Book] 図学用語辞典2009

    • Author(s)
      日本図学会編
    • Total Pages
      218
    • Publisher
      森北出版株式会社
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Book] Javaによる3Dグラフィクス入門2009

    • Author(s)
      山口泰
    • Total Pages
      174
    • Publisher
      昭晃堂
    • Related Report
      2009 Annual Research Report
  • [Book] 画像電子情報ハンドブック第II編2008

    • Author(s)
      画像電子学会編
    • Publisher
      東京電機大学出版会
    • Related Report
      2009 Final Research Report
  • [Book] 3D-CAD/CG入門-Inventor と3ds Maxで学ぶ図形科学-2008

    • Author(s)
      鈴木賢次郎, 横山ゆりか, 金井崇
    • Total Pages
      189
    • Publisher
      サイエンス社
    • Related Report
      2009 Final Research Report
  • [Patent(Industrial Property Rights)] ボリュームデータの実時間レンダリング方法及び装置2008

    • Inventor(s)
      山口泰, 高樟大樹, 金井崇
    • Industrial Property Rights Holder
      国立大学法人東京大学
    • Industrial Property Number
      2008-324804
    • Filing Date
      2008-12-20
    • Related Report
      2009 Final Research Report
  • [Patent(Industrial Property Rights)] ボリュームデータの実時間レンダリング方法及び装置2008

    • Inventor(s)
      山口泰,高樟大樹,金井崇
    • Industrial Property Rights Holder
      国立大学法人東京大学
    • Industrial Property Number
      2008-324804
    • Acquisition Date
      2008-12-20
    • Related Report
      2008 Annual Research Report

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Published: 2007-04-01   Modified: 2016-04-21  

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