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Medial axis transforms based on semantic structure of geometric models

Research Project

Project/Area Number 15K05761
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Design engineering/Machine functional elements/Tribology
Research InstitutionInstitute of Physical and Chemical Research (2016-2018)
Osaka University (2015)

Principal Investigator

Michikawa Takashi  国立研究開発法人理化学研究所, 光量子工学研究センター, 研究員 (60435683)

Project Period (FY) 2015-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords中立軸 / モルフォロジー / 測地線距離 / 形状モデリング / 中立軸変換 / 中立面抽出 / 中立面 / CT画像
Outline of Final Research Achievements

This research developed s extended morphological operations based on geodesic distance in image spaces. Our method computes morphological operation for local regions that is structurally near from the target pixels, and this enables to simplify local structure while preserving global structure of the object. In addition, we also developed approximate method with clustering in order to reduce computational cost. Semantic medial axis, rough skeleton structure of the objects can be computed for the simplified objects by medial axis transform methods.

Academic Significance and Societal Importance of the Research Achievements

本研究で開発した測地線距離に基づくモルフォロジー操作及びそれに基づく中立軸変換技術は,微細な位相構造を取り除き、形状そのものが持つ 概形特徴に基づき中立軸を計算する.その結果現実世界に存在する物体をコンピュータ内により簡単な構造で取り込むことが可能となる。これにより、コンピュータ内での3次元計測データ処理が容易になるため、諸問題の解決に貢献する。

Report

(5 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (7 results)

All 2018 2016 2015 Other

All Journal Article (2 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 2 results,  Acknowledgement Compliant: 1 results) Presentation (4 results) (of which Int'l Joint Research: 2 results) Remarks (1 results)

  • [Journal Article] Extended Morphological Closing Using Geodesic Filtering2018

    • Author(s)
      Michikawa Takashi、Wada Satoshi
    • Journal Title

      Advances in Intelligent Systems and Computing

      Volume: 809 Pages: 896-902

    • DOI

      10.1007/978-3-319-95588-9_76

    • ISBN
      9783319955872, 9783319955889
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Improving medial surfaces for reverse engineering2016

    • Author(s)
      Vaibhav Kumar, Takashi Michikawa & Hiromasa Suzuki
    • Journal Title

      Computer-Aided Design and Applications

      Volume: 13 Issue: 6 Pages: 786-791

    • DOI

      10.1080/16864360.2016.1168221

    • Related Report
      2016 Research-status Report 2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Extended Morphological Closing Using Geodesic Filtering2018

    • Author(s)
      Takashi Michikawa
    • Organizer
      the 18th International Conference on Geometry and Graphics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 測地線を用いたクロージング操作2018

    • Author(s)
      道川隆士
    • Organizer
      2018年精密工学会春季大会学術講演会
    • Related Report
      2017 Research-status Report
  • [Presentation] モルフォロジー操作を利用した中立軸変換手法2015

    • Author(s)
      道川隆士
    • Organizer
      日本機械学会第25回設計工学・システム部門講演会
    • Place of Presentation
      信州大学(長野県・長野市)
    • Year and Date
      2015-09-23
    • Related Report
      2015 Research-status Report
  • [Presentation] Improving Medial Surfaces for Reverse Engineering2015

    • Author(s)
      Takashi Michikawa
    • Organizer
      CAD Conference
    • Place of Presentation
      University of Greenwich (イギリス・ロンドン)
    • Year and Date
      2015-06-22
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Remarks] Takashi Michikawa's web page

    • URL

      http://takashi.michikawa.jp

    • Related Report
      2015 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2020-03-30  

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