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Smart retrieval and recycling of large-scale human data

Research Project

Project/Area Number 18300068
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionToyohashi University of Technology

Principal Investigator

KURIYAMA Shigeru (SHIGERU Kuriyama)  Toyohashi University of Technology, 工学部, 教授 (20264939)

Co-Investigator(Kenkyū-buntansha) OHBUCHI Ryutarou  山梨大学, 医学工学総合研究部, 教授 (80313782)
AONO Masaki  豊橋技術科学大学, 工学部, 教授 (00372540)
MOCHIMARU Masaaki  独立行政法人産業技術総合研究所, デジタルヒューマン研究センター, 副センター長 (90358169)
Project Period (FY) 2006 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥16,810,000 (Direct Cost: ¥14,500,000、Indirect Cost: ¥2,310,000)
Fiscal Year 2009: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2008: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2007: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
Fiscal Year 2006: ¥6,800,000 (Direct Cost: ¥6,800,000)
Keywordsヒューマンデータ / 大規模データの検索 / 人体動作・形状データの利活用 / コンテンツ・アーカイブ / デジタルヒューマンモデル / 動作データ検索 / 分類規則導出 / タイムライン編集 / 動作特徴の学習 / 人体運動・形状データの利活用 / 3次元データ検索 / 動作データのアニメ化 / 複合特徴量 / 動作データの間引 / 表皮変形モデル / 多様体学習手法 / 周辺強調画像 / 多重線形解析
Research Abstract

We have developed a retrieval and recycling techniques for a large-scale dataset of measured motions and shapes of human body. We have achieved the highest performance on motion retrievals, and introduced rule-based motion detection. On the other hand, we have developed various methods for retrieving 3D shapes on the basis of feature learning, and also achieved the highest-class performance. Moreover, data-recycling techniques have been introduced to a variety of applications.

Report

(6 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report   Self-evaluation Report ( PDF )
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • Research Products

    (61 results)

All 2010 2009 2008 2007 2006 Other

All Journal Article (21 results) (of which Peer Reviewed: 15 results) Presentation (29 results) Book (2 results) Remarks (9 results)

  • [Journal Article] Generating Concise Rules for Human Motion Retrieval2010

    • Author(s)
      Tomohiko Mukai, Ken-ichi Wakisaka, Shigeru Kuriyama
    • Journal Title

      IEICE Transaction Information and System (掲載決定)

    • NAID

      10027988092

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Generating Concise Rules for Human Motion Retrieval2010

    • Author(s)
      Tomohiko Mukai, Ken-ichi Wakisaka, Shigeru Kuriyama
    • Journal Title

      IEICE Transaction Information and System (採録決定)

    • NAID

      10027988092

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi-Fourier spectra descriptor and augmentation with spectral clustering for 3D shape retrieval2009

    • Author(s)
      Atsushi Tatsuma, Masaki Aono
    • Journal Title

      Visual Computer 25(8)

      Pages: 785-804

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] テンソル近似を用いた動作補間の多重解像度制御2008

    • Author(s)
      向井智彦, 栗山繁
    • Journal Title

      電子情報通信学会論文誌 J91-D(12)巻

      Pages: 2973-2982

    • NAID

      110007380979

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] キャラクタアニメーション制作の高能率化手法2008

    • Author(s)
      森島繁生, 栗山繁, 川本真一
    • Journal Title

      映像情報メディア学会誌 62巻

      Pages: 156-160

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] 多重フーリエスペクトル表現に基づく3次元モデルの形状類似検索2008

    • Author(s)
      立間淳司, 関洋平, 青野雅樹, 大渕竜太郎
    • Journal Title

      電子情報通信学会論文誌 J91-D巻

      Pages: 23-36

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] 多様体ランキングを用いた三次元物体の形状類似検索2008

    • Author(s)
      立間淳司, 青野雅樹
    • Journal Title

      情報処理学会論文誌 49巻

      Pages: 3670-3681

    • NAID

      110007970253

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] テンソル近似を用いた動作補間の多重解像度制御2008

    • Author(s)
      向井智彦, 栗山繁
    • Journal Title

      電子情報通信学会論文誌 J91-D(12)

      Pages: 2973-2982

    • NAID

      110007380979

    • Related Report
      2008 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] キャラクタアニメーション制作の高能率化手法2008

    • Author(s)
      森島繁生, 栗山繁, 川本真一
    • Journal Title

      映像情報メディア学会誌 62

      Pages: 156-160

    • Related Report
      2008 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] 多重フーリエスペクトル表現に基づく3次元モデルの形状類似検索2008

    • Author(s)
      立間淳司, 関洋平, 青野雅樹, 大渕竜太
    • Journal Title

      電子情報通信学会論文誌 J91-D

      Pages: 23-36

    • Related Report
      2008 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] 多様体ランキングを用いた三次元物体の形状類似検索2008

    • Author(s)
      立間淳司, 青野雅樹
    • Journal Title

      情報処理学会論文誌 49

      Pages: 3670-3681

    • NAID

      110007970253

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] キャラクタアニメーション制作の高能率化手法2008

    • Author(s)
      森島 繁生, 栗 山繁, 川本 真一
    • Journal Title

      映像情報メディア学会誌 62

      Pages: 156-160

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 多重フーリエスペクトル表現に基づく3次元モデルの形状類似検索2008

    • Author(s)
      立間 淳司, 関 洋平, 青野 雅樹, 大渕 竜太郎
    • Journal Title

      電子情報通信学会論文誌 J91-D

      Pages: 23-36

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 時空間的特徴と帰納推論を用いた動作データの検索2007

    • Author(s)
      脇坂 健一, 向井 智彦, 栗 山繁
    • Journal Title

      情報科学技術レターズ(lnformation Technology Letters)

      Pages: 273-276

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multiliear Motion Synthesis Using Geostatistics2006

    • Author(s)
      Tomohiko Mukai, Shigeru Kuriyama
    • Journal Title

      Eurographics/ ACM SIGGRAPH Symposium on Computer Animation (SCA06)

      Pages: 21-22

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Dhaiba : Functional Human Models to Represent Variation of Shape, Motion and Subjective Assessment2006

    • Author(s)
      Masaaki Mochimaru, Makiko Kouchi, Natsuki Miyata, et al.
    • Journal Title

      Proc. SAE 2006 Digital Human Modeling for Design and Engineering Conference

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Analysis of skin movement with respect to flexional bone motion using MR images of a hand2006

    • Author(s)
      Jae Hun Ryu, Natsuki Miyata, Makiko Kouchi, Masaaki Mochimaru, Kwan H. Lee
    • Journal Title

      Journal of Biomechanics 39・5

      Pages: 844-852

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Unsupervised Learning from a Corpus for Shape-Based 3D Model Retrieval2006

    • Author(s)
      Ryutarou Ohbuchi, Jun Kobayashi
    • Journal Title

      Proc. 8th ACM SIGMM Workshop on Multimedia Information Retrieval (ACM MIR 2006)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Manifold learning of a corpus for 3D model retrieval2006

    • Author(s)
      Ryutarou Ohbuchi, Jun Kobayashi
    • Journal Title

      Proc. Pacific Graphics 2006

      Pages: 117-126

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 多重フーリエスペクトルに基づく3次元モデルの形状類似検索2006

    • Author(s)
      立間淳司, 関洋平, 青野雅樹
    • Journal Title

      電子情報通信学会、Webインテリジェンスとインタラクション研究会IEICE Sig Notes WI2-2006-83

      Pages: 89-94

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 顕著度を考慮した多視点画像特徴量を用いた三次元形状類似検索

    • Author(s)
      大渕 竜太郎, 長田 邦男, 坂野 智久
    • Journal Title

      情報科学技術レターズ(lnformation Technology Letters) 6

      Pages: 223-226

    • NAID

      130006966795

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] ランダムフォレスト法を用いた人体動作検索2010

    • Author(s)
      浜田祐一, 栗山繁, 向井智彦
    • Organizer
      情報処理学会グラフィクスとCAD研究会
    • Place of Presentation
      岩手県, 盛岡市
    • Year and Date
      2010-02-11
    • Related Report
      2009 Annual Research Report
  • [Presentation] Pose-Timeline for Propagating Motion Edit2009

    • Author(s)
      Tomohiko Mukai, Shigeru Kuriyama
    • Organizer
      ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA09)
    • Place of Presentation
      New Orleans, USA
    • Year and Date
      2009-08-01
    • Related Report
      2009 Final Research Report
  • [Presentation] Pose-Timeline for Propagating Motion Edits2009

    • Author(s)
      向井智彦, 栗山繁
    • Organizer
      ACM SIGGRAPH/Eurographics Symposium on Computer Animation 2009
    • Place of Presentation
      New Orleans, USA
    • Year and Date
      2009-08-01
    • Related Report
      2009 Annual Research Report
  • [Presentation] Generating Concise Rules for Retrieving Human Motions from Large Datasets2009

    • Author(s)
      Tomohiko Mukai, Ken-ichi Wakisaka, Shigeru Kuriyama
    • Organizer
      Computer Animation and Social Agents 2009 (CASA2009)
    • Place of Presentation
      Amsterdam, Netherlands
    • Year and Date
      2009-06-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] 姿勢特徴の時間的変化を用いた高速な動作検索2009

    • Author(s)
      浜田祐一, 向井智彦, 栗山繁
    • Organizer
      第5回デジタルコンテンツシンポジウム
    • Place of Presentation
      千葉県, 幕張メッセ
    • Year and Date
      2009-06-12
    • Related Report
      2009 Annual Research Report
  • [Presentation] 隣接面情報に基づく特徴量を利用した三次元モデルの類似検索2009

    • Author(s)
      脇田志郎, 青野雅樹
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      愛媛大学
    • Year and Date
      2009-03-19
    • Related Report
      2008 Annual Research Report
  • [Presentation] 行動の階層的模倣学習による群集アニメーションの生成2009

    • Author(s)
      佐藤央, 向井智彦, 栗山繁
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      愛媛大学
    • Year and Date
      2009-03-19
    • Related Report
      2008 Annual Research Report
  • [Presentation] 物理計算に基づく人体の衝撃反応動作の探索2009

    • Author(s)
      大野健太朗, 栗山繁, 向井智彦
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      愛媛大学
    • Year and Date
      2009-03-19
    • Related Report
      2008 Annual Research Report
  • [Presentation] Accelerating Bag-of-Features SIFT Algorithm for 3D Model Retrieval2008

    • Author(s)
      Ryutarou Ohbuchi, Takahiko Furuya
    • Organizer
      SAMT Workshop on Semantic 3D Media (S-3D)
    • Place of Presentation
      Koblenz, Germany
    • Year and Date
      2008-12-03
    • Related Report
      2008 Annual Research Report
  • [Presentation] Ranking on Semantic Manifold for Shape-Based 3D Model Retrieval2008

    • Author(s)
      Ryutarou Ohbuchi, Toshiya Shimizu
    • Organizer
      ACM International Conference on Multimedia Information Retrieval (MIR)2008
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2008-10-31
    • Related Report
      2008 Annual Research Report
  • [Presentation] 姿勢変位量の特徴抽出に基づく動作データの高速検出2008

    • Author(s)
      浜田祐一, 栗山繁, 向井智彦
    • Organizer
      情報科学技術フォーラム
    • Place of Presentation
      慶應義塾大学湘南藤沢キャンパス
    • Year and Date
      2008-09-03
    • Related Report
      2008 Annual Research Report
  • [Presentation] 事故シミュレーション映像の簡易な制作環境の構築-環境駆動型のアニメーション生成システム-2008

    • Author(s)
      赤澤由章, 栗山繁, 西田佳史
    • Organizer
      第4回デジタルコンテンツシンポジウム
    • Place of Presentation
      幕張メッセ
    • Year and Date
      2008-06-12
    • Related Report
      2008 Annual Research Report
  • [Presentation] Salient local visual features for shape-based 3D model retrieval2008

    • Author(s)
      Ryutarou Ohbuchi, Kunio Osada, Takahiko Furuya, Tomohisa Banno
    • Organizer
      Shape Modeling International (SMI)
    • Place of Presentation
      Stony Brook, NY
    • Year and Date
      2008-06-05
    • Related Report
      2009 Final Research Report
  • [Presentation] Salient local visual features for shape-based 3D model retrieval2008

    • Author(s)
      Ryutarou Ohbuchi, Kunio Osada, Takahiko Furuya and Tomohisa Banno
    • Organizer
      Shape Modeling International (SMI)
    • Place of Presentation
      Stony Brook, NY, USA
    • Year and Date
      2008-06-05
    • Related Report
      2008 Self-evaluation Report
  • [Presentation] Salient Local Visual Features for Shape-based 3D Model Retrieval2008

    • Author(s)
      Ryutarou Ohbuchi, Kunio Osada, Takahiko Furuya, Tomohisa Banno
    • Organizer
      Shape Modeling International (SMI)2008
    • Place of Presentation
      Stony Brook, NY, USA
    • Year and Date
      2008-06-05
    • Related Report
      2008 Annual Research Report
  • [Presentation] Rule-based Retrieval of Human Motion Data Using Inductive Logic Programming2007

    • Author(s)
      Tomohiko Mukai, Ken-ichi Wakisaka, Shigeru Kuriyama
    • Organizer
      ACM SIGGRAPH / Eurographics Symposium on Computer Animation (SCA07)
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2007-08-03
    • Related Report
      2009 Final Research Report
  • [Presentation] Rule-based Retrieval of Human Motion Data Using Inductive Logic Programming2007

    • Author(s)
      Tomohiko Mukai, Ken-ichi Wakisaka and Shigeru Kuriyama
    • Organizer
      ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA07)
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2007-08-03
    • Related Report
      2008 Self-evaluation Report
  • [Presentation] A Computer-Aided Ergonomic Assessment and Product Design System Using Digital Hands2007

    • Author(s)
      Yui Endo, Satoshi Kanai, Takeshi Kishinami, Natsuki Miyata, Makiko Kouchi, Masaaki Mochimaru
    • Organizer
      Lecture Note on Computer Science (LNCS_4561) (First International Conference on Digital Human Modeling)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2007-07-22
    • Related Report
      2009 Final Research Report
  • [Presentation] Multilinear Motion Synthesis with Level-of-Detail Controls2007

    • Author(s)
      Tomohiko Mukai and Shigeru K uriyama
    • Organizer
      Pacific Graphics 2007
    • Place of Presentation
      Hawaii,USA
    • Related Report
      2007 Annual Research Report
  • [Presentation] Rule-based Retrieval of Human Motion Data Using Inductive Logic Programming2007

    • Author(s)
      Tomohiko Mukai, Ken-ichi Wakisaka, and Shigeru Kuriyama
    • Organizer
      ACM SIGGRAPH/Eurographics Symposium on Computer Animation
    • Place of Presentation
      San-Diego,USA
    • Related Report
      2007 Annual Research Report
  • [Presentation] Learning semantic categories for 3D Model Retrieval2007

    • Author(s)
      Ryutarou Ohbuchi, Akihiro Yamamoto, and Jun Kobayashi
    • Organizer
      CM International Multimedia Conference, Workshop on multimedia information retrieval, 2007
    • Place of Presentation
      Augsburg,Germany
    • Related Report
      2007 Annual Research Report
  • [Presentation] Comparison of dimension reduction method for database-adaptive 3D model retrieval2007

    • Author(s)
      Ryutarou Ohbuchi, Jun Kobayashi, Akihiro Yamamoto, and Toshiya Shimizu
    • Organizer
      In Proc.Fifth International Workshop on Adaptive Multimedia Retrieval(AMR2007)
    • Place of Presentation
      Paris,France
    • Related Report
      2007 Annual Research Report
  • [Presentation] キャラクタアニメーション制作のデータドリブンな高能率化手法2007

    • Author(s)
      森島 繁生, 栗山 繁, 鈴木 唯道, 平正 昭, 川本 真一, 四倉 達夫, 中村 哲
    • Organizer
      第3回デジタルコンテンツシンポジウム
    • Place of Presentation
      科学技術館
    • Related Report
      2007 Annual Research Report
  • [Presentation] ディレクタブルモーションーアニメ風の動きに変換する一2007

    • Author(s)
      栗山 繁, 鈴木 唯道, 平正 昭, 安生 健一
    • Organizer
      第3回デジタルコンテンツシンポジウム
    • Place of Presentation
      科学技術館
    • Related Report
      2007 Annual Research Report
  • [Presentation] 帰納推論を用いた動作のセマンティクス解析2007

    • Author(s)
      脇坂 健一, 向井 智彦, 栗山 繁
    • Organizer
      Visual Computing/グラフィクスとCAD合同シンポジウム 2007
    • Place of Presentation
      大阪工業大学
    • Related Report
      2007 Annual Research Report
  • [Presentation] 時間的特徴解析に基づく運動タイミングの編集2007

    • Author(s)
      向井 智彦, 栗山 繁
    • Organizer
      Visual Computing1グラフィクスとCAD合同シンポジウム 2007
    • Place of Presentation
      大阪工業大学
    • Related Report
      2007 Annual Research Report
  • [Presentation] 運動特徴解析と帰納推論を用いた人体動作データの分類2007

    • Author(s)
      脇坂 健一, 向井 智彦, 栗山 繁
    • Organizer
      第21回人工知能学会全国大会
    • Place of Presentation
      ワールドコンベンションセンターサミット(宮崎)
    • Related Report
      2007 Annual Research Report
  • [Presentation] Multilinear Motion Synthesis Using Geostatistics2006

    • Author(s)
      Tomohiko Mukai, Shigeru Kuriyama
    • Organizer
      Eurographics/ ACM SIGGRAPH Symposium on Computer Animation (SCA06)
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      2006-09-03
    • Related Report
      2009 Final Research Report
  • [Presentation] Multilinear Motion Synthesis Using Geostatistics2006

    • Author(s)
      Tomohiko Mukai and Shigeru Kuriyama
    • Organizer
      Eurographics/ACM SIGGRAPH Symposium on Computer Animation (SCA06)
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      2006-09-03
    • Related Report
      2008 Self-evaluation Report
  • [Book] 知識ベース・知識の森S3群7編感性・マルチモーダル情報処理6章運動の分析合成2010

    • Author(s)
      栗山繁, 向井智彦
    • Total Pages
      9
    • Publisher
      社団法人・電子情報通信学会(掲載決定)
    • Related Report
      2009 Final Research Report
  • [Book] 知識ベース・知識の森 S3群7編 感性・マルチモーダル情報処理2010

    • Author(s)
      栗山繁, 向井智彦
    • Total Pages
      9
    • Publisher
      社団法人・電子情報通信学会
    • Related Report
      2009 Annual Research Report
  • [Remarks] 映像新聞「CGキャラクター量産可能」平成19年3月5日号

    • Related Report
      2009 Final Research Report
  • [Remarks] 朝日新聞「人の動きよりアニメらしく」平成19年6月4日号日刊(全国版科学面)

    • Related Report
      2009 Final Research Report
  • [Remarks] 銀河鉄道物語(プロトタイプ)平成19年

    • Related Report
      2009 Final Research Report
  • [Remarks] のだめカンタービレ(民放テレビ制作)平成20年9月~12月放映

    • Related Report
      2009 Final Research Report
  • [Remarks] 情報処理学会グラフィクスとCAD研究会・優秀研究発表賞

    • Related Report
      2009 Final Research Report
  • [Remarks] 映像新聞「CGキャラクター量産可能」平成19年3月5日号

    • Related Report
      2008 Self-evaluation Report
  • [Remarks] 朝日新聞「人の動きよりアニメらしく」平成19年6月4日号日刊(全国版科学面)

    • Related Report
      2008 Self-evaluation Report
  • [Remarks] 銀河鉄道物語(プロトタイプ)平成19年

    • Related Report
      2008 Self-evaluation Report
  • [Remarks] のだめカンタービレ(民放テレビ制作)平成20年9月~12月放映

    • Related Report
      2008 Self-evaluation Report

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Published: 2006-04-01   Modified: 2016-04-21  

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