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Part-based comparison and retrieval of 3D models

Research Project

Project/Area Number 23500117
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Media informatics/Database
Research InstitutionUniversity of Yamanashi

Principal Investigator

OHBUCHI Ryutarou  山梨大学, 医学工学総合研究部, 教授 (80313782)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Keywordsマルチメディア検索 / 3次元CG / 機械学習 / 形状CAD / 画像認識 / 3次元形状モデル / コンピュータグラフィックス / 3次元形状モデリング / パターン認識 / 3次元形状処理 / 3次元グラフィックス
Research Abstract

Objective of this research is to develop an algorithm for part-based 3D model retrieval. A part-based 3D model retrieval algorithm returns a whole 3D model whose part(s) resembles to a query. Toward the goal, we have developed necessary component technologies, that are, (1) local shape features, (2) methods to compare local features, (3) methods to compare set of local features, and (4) method to compose and present a part-based query. We also developed a benchmark database for evaluating performance of part-based 3D model retrieval algorithms.

Report

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

    (40 results)

All 2014 2013 2012 2011 Other

All Journal Article (18 results) (of which Peer Reviewed: 14 results) Presentation (16 results) (of which Invited: 2 results) Remarks (6 results)

  • [Journal Article] A comparison of methods for sketch-based 3D shape retrieval2014

    • Author(s)
      Bo Li, Yijuan Lu, Afzal Godil, Tobias Schreck, Benjamin Bustos, Alfredo Ferreira, Takahiko Furuya, Manuel J. Fonseca, Henry Johan, Takahiro Matsuda, Ryutarou Ohbuchi, Pedro B. Pascoal, Jose M. Saavedra
    • Journal Title

      Computer Vision and Image Understanding (CVIU)

      Volume: Volume 119 Pages: 57-80

    • DOI

      10.1016/j.cviu.2013.11.008

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Visual Saliency Weighting and Cross-Domain Manifold Ranking for Sketch-based Image Retrieval2014

    • Author(s)
      Takahiko Furuya, Ryutarou Ohbuchi
    • Journal Title

      Lecture Notes in Computer Science (Proc. Multi-Media Modeling 2014)

      Volume: 8325 Pages: 37-49

    • DOI

      10.1007/978-3-319-04114-8_4

    • ISBN
      9783319041131, 9783319041148
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Ranking on Cross-Domain Manifold for Sketch-based 3D Model Retrieval2013

    • Author(s)
      Takahiko Furuya, Ryutarou Ohbuchi
    • Journal Title

      Proc. CyberWorlds 2013

      Volume: ISBN 978-1-4799-2245-1 Pages: 274-281

    • DOI

      10.1109/cw.2013.60

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] View-Clustering and Manifold Learning for Sketch-based 3D Model Retrieval2013

    • Author(s)
      Yukinori Kurita, Ryutarou Ohbuchi
    • Journal Title

      Proc. CyberWorlds 2013

      Volume: ISBN 978-1-4799-2245-1 Pages: 282-285

    • DOI

      10.1109/cw.2013.70

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 見かけ特徴の組み合わせと距離尺度の学習を用いた3 次元形状類似検索2013

    • Author(s)
      古屋貴彦, 大渕竜太郎
    • Journal Title

      画像電子学会誌

      Volume: 第42巻, 4号 Pages: 438-447

    • NAID

      130005108133

    • URL

      http://www.iieej.org/gakkaishi3/IIEEJ_Vol42-No4ori.pdf

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] DENSELY SAMPLED LOCAL VISUAL FEATURES ON 3D MESH FOR RETRIEVAL2013

    • Author(s)
      Yuya Ohishi, Ryutarou Ohbuchi
    • Journal Title

      Proc. Int'l Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS)

      Volume: ISSN2158-5873 Pages: 1-4

    • DOI

      10.1109/wiamis.2013.6616166

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A comparison of methods for non-rigid 3D shape retrieval2013

    • Author(s)
      Zhouhui Lian, Afzal Godil, Benjamin Bustos, Mohamed Daoudi, Jeroen Hermans, Shun Kawamura, Yukinori Kurita, Guillaume Lavoué, Hien Van Nguyen, Ryutarou Ohbuchi, Yuki Ohkita, Yuya Ohishi, Fatih Porikli, Martin Reuter, Ivan Sipiran, Dirk Smeets, Paul Suetens, Hedi Tabia, Dirk Vandermeulen
    • Journal Title

      Pattern Recognition

      Volume: Volume 46 Issue: 1 Pages: 449-461

    • DOI

      10.1016/j.patcog.2012.07.014

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 見かけ特徴の組み合わせと距離尺度の学習を用いた3次元形状類似検索2013

    • Author(s)
      古屋貴彦,大渕竜太郎
    • Journal Title

      画像電子学会誌

      Volume: 42巻 4号 Pages: 438-447

    • NAID

      130005108133

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Local Geometry Adaptive Manifold Re-Ranking for Shape-Based 3D Object Retrieval2012

    • Author(s)
      Ryutarou Ohbuchi, Yukinori Kurita
    • Journal Title

      Proc. ACM Multimedia 2012 (ACM MM 2012)

      Pages: 901-904

    • DOI

      10.1145/2393347.2396342

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Non-rigid 3D Model Retrieval Using Set of Local Statistical Features2012

    • Author(s)
      Yuki Ohkita, Yuya Ohishi, Takahiko Furuya, Ryutarou Ohbuchi
    • Journal Title

      Proc. IEEE ICME 2012 Workshop on Hot Topics in 3D Multimedia (Hot3D)

      Pages: 593-598

    • DOI

      10.1109/icmew.2012.109

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Supervised, geometry-aware segmentation of 3D mesh models2012

    • Author(s)
      Keisuke Banba, Ryutarou Ohbuchi
    • Journal Title

      Proc. IEEE ICME 2012 Workshop on Human-Focused Communications in the 3D Continuum

      Pages: 49-54

    • DOI

      10.1109/icmew.2012.16

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Local Geometrical Feature with Positional Context for Shape-based 3D Model Retrieval, poster paper2012

    • Author(s)
      Shun Kawamura, Kazuya Usui, Takahiko Furuya and Ryutarou Ohbuchi
    • Journal Title

      Proc. Eurographics 2012 Workshop on 3D Object Retrieval

      Pages: 55-58

    • DOI

      10.2312/3DOR/3DOR12/055-058

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Efficient manifold larning for 3D model retrieval by using clustering-based training sample reduction, poster paper2012

    • Author(s)
      Megumi Endoh, Tomohiro Yanagimachi, Ryutarou Ohbuchi
    • Journal Title

      Proc. IEEE Int'l Conf. on Acoustics, Speech, and Signal Processing 2012 (IEEE ICASSP 2012)

      Pages: 2345-2348

    • DOI

      10.1109/icassp.2012.6288385

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] SHREC'12 Track: Generic 3D Shape Retrieval2012

    • Author(s)
      B. Li, A. Godil, M. Aono, X. Bai, T. Furuya, L. Li, R. López-Sastre, H. Johan, R. Ohbuchi, C. Redondo-Cabrera, A. Tatsuma, T. Yanagimachi, S. Zhang
    • Journal Title

      Proc. Eurographics Workshop on 3D Object Retrieval

    • DOI

      10.2312/3DOR/3DOR12/119-126

    • Related Report
      2013 Final Research Report
  • [Journal Article] SHREC'12 Track: Sketch-Based 3D Shape Retrieval2012

    • Author(s)
      B. Li, A. Godil, T. Schreck, M. Alexa, T. Boubekeur, B. Bustos, J. Chen, M. Eitz, T. Furuya, K. Hildebrand, S. Huang, H. Johan, A. Kuijper, R. Ohbuchi, R. Richter, J. M. Saavedra, M. Sherer, T. Yanagimachi, G. J. Yoon, S. M. Yoon
    • Journal Title

      Proc. Eurographics Workshop on 3D Object Retrieval

    • DOI

      10.2312/3DOR/3DOR12/109-118

    • Related Report
      2013 Final Research Report
  • [Journal Article] Efficient manifold larning for 3D model retrieval by using clustering-based training sample reduction2012

    • Author(s)
      Megumi Endoh, Tomohiro Yanagimachi, Ryutarou Ohbuchi
    • Journal Title

      Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing 2012

      Volume: 978-1-4673-0046-9/12 Pages: 2345-2348

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] SHREC '11 Track: Generic Shape Retrieval.2011

    • Author(s)
      Helin Dutagaci, et al.
    • Journal Title

      Proceedings of Eurographics Workshop on 3D Object Retrieval

      Volume: 2011 Pages: 65-69

    • DOI

      10.2312/3DOR/3DOR11/065-069

    • Related Report
      2011 Research-status Report
  • [Journal Article] SHREC '11 Track: Shape Retrieval on Non-rigid 3D Watertight Meshes2011

    • Author(s)
      Zhouhui Lian, et al.
    • Journal Title

      Proceedings of Eurographics Workshop on 3D Object Retrieval

      Volume: 2011 Pages: 79-88

    • DOI

      10.2312/3DOR/3DOR11/079-088

    • Related Report
      2011 Research-status Report
  • [Presentation] 多視点画像特徴の多様体を用いたスケッチによる3D モデルの検索2013

    • Author(s)
      古屋貴彦, 松田隆広, 栗田侑希紀, 大渕竜太郎
    • Organizer
      NICOGRAPH 2013
    • Related Report
      2013 Final Research Report
  • [Presentation] クロスドメイン多様体ランキングを用いたスケッチによる3D モデルの検索2013

    • Author(s)
      古屋貴彦, 大渕竜太郎
    • Organizer
      Proc. Visual Computing グラフィクスとCAD 合同シンポジウム 2013
    • Related Report
      2013 Final Research Report
  • [Presentation] 多視点画像特徴の多様体を用いたスケッチによる3Dモデルの検索2013

    • Author(s)
      古屋 貴彦, 松田 隆広, 栗田 侑希紀, 大渕 竜太郎
    • Organizer
      NICOGRAPH 2013 (査読あり)
    • Place of Presentation
      山梨県,甲州市勝沼ぶどうの丘
    • Related Report
      2013 Annual Research Report
  • [Presentation] 局所特徴量集合を用いた3次元モデルの形状類似検索2013

    • Author(s)
      古屋 貴彦, 大渕 竜太郎
    • Organizer
      Visual ComputingグラフィクスとCAD合同シンポジウム 2013 (査読あり)
    • Place of Presentation
      青森県,リンクステーションホール青森
    • Related Report
      2013 Annual Research Report
  • [Presentation] クロスドメイン多様体ランキングを用いたスケッチによる3Dモデルの検索2013

    • Author(s)
      古屋 貴彦, 大渕 竜太郎
    • Organizer
      画像の認識・理解シンポジウム MIRU 2013 (査読無し)
    • Place of Presentation
      東京,国立情報学研究所
    • Related Report
      2013 Annual Research Report
  • [Presentation] 3D Shape Analysis and Retrieval - Recent Advances and Trends2012

    • Author(s)
      Hamid Laga, Ryutarou Ohbuchi
    • Organizer
      21st International Conference on Pattern Recognition (ICPR) 2012
    • Place of Presentation
      Tsukuba, Japan
    • Related Report
      2013 Final Research Report
    • Invited
  • [Presentation] スケッチを入力とした3 次元モデル検索の高速化2012

    • Author(s)
      田中竜仁, 柳町知宏, 黄松華, 陳サイホウ, 大渕竜太郎
    • Organizer
      2012年度画像電子学会第40回年次大会
    • Related Report
      2013 Final Research Report
  • [Presentation] 3D Shape Analysis and Retrieval - Recent Advances and Trends2012

    • Author(s)
      Hamid Laga, Ryutarou Ohbuchi
    • Organizer
      ICPR 2012 Tutorial AM-04
    • Place of Presentation
      Tsukuba International Congress Center (Tsukuba, Japan)
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Local Geometry Adaptive Manifold Re-Ranking for Shape-Based 3D Object Retrieval2012

    • Author(s)
      Ryutarou Ohbuchi, Yukinori Kurita
    • Organizer
      MM '12 Proceedings of the 20th ACM international conference on Multimedia, DOI:10.1145/2393347.2396342, pp.901-904 (フルペーパー査読あり)
    • Place of Presentation
      Nara New Public Hall, (Nara, Japan)
    • Related Report
      2012 Research-status Report
  • [Presentation] Non-rigid 3D Model Retrieval Using Set of Local Statistical Features2012

    • Author(s)
      Yuki Ohkita, Yuya Ohishi, Takahiko Furuya, Ryutarou Ohbuchi
    • Organizer
      Multimedia and Expo Workshops (ICMEW), 2012 IEEE International Conference on, DOI:10.1109/ICMEW.2012.109, pp.593-598 (フルペーパー査読あり)
    • Place of Presentation
      Melbourne Convention and Exhibition Centre, (Melbourne, Australia)
    • Related Report
      2012 Research-status Report
  • [Presentation] Supervised, Geometry-Aware Segmentation of 3D Mesh Models2012

    • Author(s)
      Keisuke Banba, Ryutarou Ohbuchi
    • Organizer
      Multimedia and Expo Workshops (ICMEW), 2012 IEEE International Conference on, DOI:10.1109/ICMEW.2012.16, pp.49-54 (フルペーパー査読あり)
    • Place of Presentation
      Melbourne Convention and Exhibition Centre, (Melbourne, Australia)
    • Related Report
      2012 Research-status Report
  • [Presentation] Local Geometrical Feature with Positional Context for Shape-based 3D Model Retrieval2012

    • Author(s)
      Shun Kawamura, Kazuya Usui, Takahiko Furuya and Ryutarou Ohbuchi
    • Organizer
      Eurographics 2012 Workshop on 3D Object Retrieval, DOI:10.2312/3DOR/3DOR12/055-058, pp.55-58 (フルペーパー査読あり)
    • Place of Presentation
      Cagliari Congress Center, (Cagliari, Italy)
    • Related Report
      2012 Research-status Report
  • [Presentation] 内部構造を考慮した3 次元形状モデルの検索2011

    • Author(s)
      後藤啓太, 古屋貴彦, 大渕竜太郎
    • Organizer
      情報処理学会
    • Year and Date
      2011-11-10
    • Related Report
      2013 Final Research Report
  • [Presentation] 近傍の距離に注目した多様体ランキング法の改良とその3次元モデル検索への応用2011

    • Author(s)
      栗田侑希紀, 大渕竜太郎
    • Organizer
      情報処理学会
    • Year and Date
      2011-11-10
    • Related Report
      2013 Final Research Report
  • [Presentation] 内部構造を考慮した3次元形状モデルの検索2011

    • Author(s)
      後藤 啓太,古屋 貴彦,大渕 竜太郎
    • Organizer
      情報処理学会研究報告. グラフィクスとCAD研究会報告 2011-CG-145(3), 1-8, 2011-11-10
    • Place of Presentation
      筑波大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 近傍の距離に注目した多様体ランキング法の改良とその3次元モデル検索への応用2011

    • Author(s)
      栗田 侑希紀,大渕 竜太郎
    • Organizer
      情報処理学会研究報告. グラフィクスとCAD研究会報告 2011-CG-145(4), 1-7, 2011-11-10
    • Place of Presentation
      筑波大学
    • Related Report
      2011 Research-status Report
  • [Remarks] 大渕 竜太郎のホームページ

    • URL

      http://www.kki.yamanashi.ac.jp/~ohbuchi/

    • Related Report
      2013 Annual Research Report
  • [Remarks] 大渕のホームページ

    • URL

      http://www.kki.yamanashi.ac.jp/~ohbuchi/

    • Related Report
      2012 Research-status Report
  • [Remarks] 大渕の研究紹介

    • URL

      http://www.kki.yamanashi.ac.jp/~ohbuchi/research/research_index.html

    • Related Report
      2012 Research-status Report
  • [Remarks] 大渕の論文リスト

    • URL

      http://www.kki.yamanashi.ac.jp/~ohbuchi/publication.html

    • Related Report
      2012 Research-status Report
  • [Remarks] ICPR2012 Tutorial 3D Shape Analysis and Retrieval

    • URL

      https://sites.google.com/site/3dshapeanalysisicpr2012/

    • Related Report
      2012 Research-status Report
  • [Remarks]

    • URL

      http://www.kki.yamanashi.ac.jp/~ohbuchi/

    • Related Report
      2011 Research-status Report

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

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