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3D model retrieval based on local pattern features

Research Project

Project/Area Number 24500211
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionThe Open University of Japan

Principal Investigator

SUZUKI Motofumi  放送大学, 教養学部, 准教授 (90332147)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords形状特徴 / 3次元物体モデル / 高次局所自己相関 / 類似検索 / 形状検索 / テクスチャ / HLAC / Ext HLAC / 画像特徴 / 類似形状検索 / 3次元モデル / 3DHLAC / 高次局所自己相関特徴 / ソリッドテクスチャ
Outline of Final Research Achievements

Content-based 3D model retrieval techniques are important for 3D polygonal model databases. Recent efficient GPU hardware has made it possible to display high quality textured 3D models. Our technique allows users to retrieve and classify 3D models based on texture pattern similarity. We have extended HLAC shape descriptors for retrieving textured 3D models. Our three dimensional extensions of HLAC features have made possible the analysis of solid textures and 3D polygonal models. Our experimental program extracted local pattern features from solid textures by using the extended 3D HLAC mask patterns. A similarity retrieval system for the solid textures has been implemented. When a 3D model is created, 2D texture images can be overlaid on it to add colors and textures. In this research, standard HLAC masks (3x3) were extended to Ext-HLAC masks (5x5). Preliminary experiments show that a certain set of the Ext-HLAC masks can classify 2d texture images efficiently.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (4 results)

All 2014 2013

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (3 results)

  • [Journal Article] Content-based 3D Model Retrieval Techniques2014

    • Author(s)
      Motofumi T. Suzuki
    • Journal Title

      Information

      Volume: vol.17, No.2 Pages: 649-654

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Texture image classification using extended 2D HLAC features2014

    • Author(s)
      Motofumi T. Suzuki
    • Organizer
      International Conference on Kanei Engineering and Emotion Research (KEER2014)
    • Place of Presentation
      Linkoping, SW
    • Year and Date
      2014-06-11 – 2014-06-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Ext-HLACを利用した2次元画像分類法2014

    • Author(s)
      鈴木一史
    • Organizer
      第9回日本感性工学会春季大会
    • Place of Presentation
      北海道大学工学部
    • Related Report
      2013 Research-status Report
  • [Presentation] 3次元プリンティング技術と3次元物体データの流通2013

    • Author(s)
      鈴木一史
    • Organizer
      第5回横幹連合コンファレンス
    • Place of Presentation
      香川大学幸町北キャンパス
    • Related Report
      2013 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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