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Sketch-based 3D object retrieval

Research Project

Project/Area Number 25880013
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Multimedia database
Research InstitutionToyohashi University of Technology

Principal Investigator

ATSUSHI Tatsuma  豊橋技術科学大学, 工学(系)研究科(研究院), 助教 (60711166)

Project Period (FY) 2013-08-30 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywordsマルチメディア検索 / 情報検索 / 三次元物体 / スケッチ画像 / 特徴抽出 / 二次元スケッチ画像 / データベース
Outline of Final Research Achievements

With the diffusion of 3D model authoring software into various fields such as manufacturing, entertainment, and medical simulation, the number of 3D models stored in digital repositories has been growing explosively. Therefore, there is a need for a shape-based 3D model retrieval system. In this research, we have investigated techniques of sketch-based 3D model retrieval system to develop the retrieval system that has an intuitive and user-friendly interface. During the research period, we have developed as follows; (1) feature extraction method based on analyzing the intensity gradients of the image cells which are obtained by overlapped decomposition of the image, (2) dissimilarity calculation method based on capturing the nonlinear structure of data distribution in the feature space of 3D models, and (3) demonstration system of sketch-based 3D model retrieval which runs on the web browser.

Report

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

    (21 results)

All 2015 2014 2013 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (16 results) Remarks (1 results) Patent(Industrial Property Rights) (3 results)

  • [Journal Article] A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries2015

    • Author(s)
      B. Li, Y. Lu, C. Li, A. Godil, T. Schreck, M. Aono, M. Burtscher, Q. Chen, N. Chowdhury, B. Fang, H. Fu, T. Furuya, H. Li, J. Liu, H. Johan, R. Kosaka, H. Koyanagi, R. Ohbuchi, A. Tatsuma, Y. Wan, C. Zhang, C. Zou
    • Journal Title

      Computer Vision and Image Understanding

      Volume: 131 Pages: 1-27

    • DOI

      10.1016/j.cviu.2014.10.006

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Presentation] クロスドメイン推薦に向けたユーザ嗜好の予測手法の提案2015

    • Author(s)
      吉井和輝, 立間淳司, 青野雅樹
    • Organizer
      情報処理学会第77回全国大会
    • Place of Presentation
      京都大学, 京都市
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 分類器の予測確率情報を用いた葉画像分類の提案2015

    • Author(s)
      Siang Thye Hang, 立間淳司, 青野雅樹
    • Organizer
      2015年電子情報通信学会総合大会
    • Place of Presentation
      立命館大学, 草津市
    • Year and Date
      2015-03-10 – 2015-03-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Benchmark for Photo-based 3D Shape Retrieval2014

    • Author(s)
      A. Tatsuma, S. Tashiro, M. Aono
    • Organizer
      Signal & Information Processing Association Annual Summit and Conference (APSIPA2014)
    • Place of Presentation
      Sokha Angkor Resort, Seim Reap, Cambodia
    • Year and Date
      2014-12-09 – 2014-12-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] 単語位置と強弱表現に着目したツイートの感情分析2014

    • Author(s)
      三和未佐希, 立間淳司, 青野雅樹
    • Organizer
      第13回情報科学技術フォーラム (FIT2014)
    • Place of Presentation
      筑波大学, つくば市
    • Year and Date
      2014-09-03 – 2014-09-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] 地理情報を埋込んだ画像特徴量に基づく写真画像の位置情報推定2014

    • Author(s)
      Pav Vanna, 青野雅樹, 立間淳司
    • Organizer
      第13回情報科学技術フォーラム (FIT2014)
    • Place of Presentation
      筑波大学, つくば市
    • Year and Date
      2014-09-03 – 2014-09-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] スケッチ画像を検索質問とした三次元物体の形状類似検索における前処理の検討2014

    • Author(s)
      立間淳司,青野雅樹
    • Organizer
      2014年電子情報通信学会総合大会
    • Place of Presentation
      新潟大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 空間段階分割したCSLBP特徴量による二次元スケッチ画像を検索質問とした三次元物体の形状類似検索2014

    • Author(s)
      Lydia Ling Yieng Chen,立間淳司,青野雅樹
    • Organizer
      第6回データ工学と情報マネジメントに関するフォーラム
    • Place of Presentation
      ウェスティンホテル淡路
    • Related Report
      2013 Annual Research Report
  • [Presentation] Extended Large Scale Sketch-Based 3D Shape Retrieval2014

    • Author(s)
      Bo Li, Atsushi Tatsuma, Masaki Aono, et al.
    • Organizer
      Eurographics Workshop on 3D Object Retrieval
    • Place of Presentation
      Strasbourg Convention & Exhibition Center, Strasbourg, France.
    • Related Report
      2013 Annual Research Report
  • [Presentation] Large Scale Comprehensive 3D Shape Retrieval2014

    • Author(s)
      Bo Li, Atsushi Tatsuma, Masaki Aono, et al.
    • Organizer
      Eurographics Workshop on 3D Object Retrieval
    • Place of Presentation
      Strasbourg Convention & Exhibition Center, Strasbourg, France.
    • Related Report
      2013 Annual Research Report
  • [Presentation] Automatic Location of Landmarks used in Manual Anthropometry2014

    • Author(s)
      Andrea Giachetti, Atsushi Tatsuma, Masaki Aono, et al.
    • Organizer
      Eurographics Workshop on 3D Object Retrieval
    • Place of Presentation
      Strasbourg Convention & Exhibition Center, Strasbourg, France.
    • Related Report
      2013 Annual Research Report
  • [Presentation] Shape Retrieval of Non-Rigid 3D Human Models2014

    • Author(s)
      David Pickup, Atsushi Tatsuma, Masaki Aono, et al.
    • Organizer
      Eurographics Workshop on 3D Object Retrieval
    • Place of Presentation
      Strasbourg Convention & Exhibition Center, Strasbourg, France.
    • Related Report
      2013 Annual Research Report
  • [Presentation] Retrieval and Classification on Textured 3D Models2014

    • Author(s)
      Silvia Biasotti, Atsushi Tatsuma, Chika Sanada, Masaki Aono, et al.
    • Organizer
      Eurographics Workshop on 3D Object Retrieval
    • Place of Presentation
      Strasbourg Convention & Exhibition Center, Strasbourg, France.
    • Related Report
      2013 Annual Research Report
  • [Presentation] 多重スケール表現のLocal Binary Patternによる三次元物体の形状類似検索2014

    • Author(s)
      真田知佳,立間淳司,青野雅樹
    • Organizer
      2014年電子情報通信学会総合大会
    • Place of Presentation
      新潟大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 深度バッファ画像の境界画素パターンに着目した三次元物体の自動アノテーション2014

    • Author(s)
      鈴木将也,立間淳司,青野雅樹
    • Organizer
      2014年電子情報通信学会総合大会
    • Place of Presentation
      新潟大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 三角形型Local Binary Patternによる三次元機械部品の分類2014

    • Author(s)
      吉田周平,立間淳司,青野雅樹
    • Organizer
      2014年電子情報通信学会総合大会
    • Place of Presentation
      新潟大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 複数視点画像の局所特徴量を用いた三次元物体の部分検索手法2013

    • Author(s)
      小坂龍一,立間淳司,青野雅樹
    • Organizer
      映像情報メディア学会研究会
    • Place of Presentation
      あわら温泉まつや千千
    • Related Report
      2013 Annual Research Report
  • [Remarks] KDE Sketch-based 3D Object Retrieval System

    • URL

      http://www.kde.cs.tut.ac.jp/~atsushi/3dors/

    • Related Report
      2014 Annual Research Report
  • [Patent(Industrial Property Rights)] 三次元モデル検索システム、及び三次元モデル検索方法2014

    • Inventor(s)
      立間淳司, 青野雅樹
    • Industrial Property Rights Holder
      立間淳司, 青野雅樹
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2014-088578
    • Filing Date
      2014-04-04
    • Related Report
      2014 Annual Research Report
  • [Patent(Industrial Property Rights)] 三次元モデル検索方法、及び三次元モデル検索システム2014

    • Inventor(s)
      真田知佳,立間淳司,青野雅樹
    • Industrial Property Rights Holder
      真田知佳,立間淳司,青野雅樹
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2014-053956
    • Filing Date
      2014-03-17
    • Related Report
      2013 Annual Research Report
  • [Patent(Industrial Property Rights)] 三次元モデル特徴抽出方法、及び三次元モデル・アノテーションシステム2014

    • Inventor(s)
      鈴木将也,立間淳司,青野雅樹
    • Industrial Property Rights Holder
      鈴木将也,立間淳司,青野雅樹
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2014-053957
    • Filing Date
      2014-03-17
    • Related Report
      2013 Annual Research Report

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Published: 2013-09-12   Modified: 2019-07-29  

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