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Research on scalable surface restruction from huge point clouds

Research Project

Project/Area Number 15560117
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Design engineering/Machine functional elements/Tribology
Research InstitutionShizuoka University

Principal Investigator

MIURA Kenjiro  Shizuoka University, Faculty of Engineering, Professor, 工学部, 教授 (50254066)

Co-Investigator(Kenkyū-buntansha) KANEKO Toru  Shizuoka University, Faculty of Engineering, Professor, 工学部, 教授 (50293600)
YAMASHITA Atsushi  Shizuoka University, Faculty of Engineering, Research associate, 工学部, 助手 (30334957)
Project Period (FY) 2003 – 2004
Project Status Completed (Fiscal Year 2004)
Budget Amount *help
¥3,600,000 (Direct Cost: ¥3,600,000)
Fiscal Year 2004: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2003: ¥2,700,000 (Direct Cost: ¥2,700,000)
Keywordsradial basis function / implicit function / scalability / geometry input device / force feedback / 大規模点群 / 3Dレーザスキャナ / 八分木 / 陰関数表現 / RBF / 3次元レーザスキャナ / データ点群
Research Abstract

Interpolation of point-cloud data is one of the fundamental problems in computer graphics as well as CAD. The implicit representation of object shapes with radial basis function offers a unified framework for several problems such as remeshing and smoothing surfaces. In this research, we propose a simple and fast surface reconstruction method from point-cloud data using radial basis functions with octree-based space decompositions. For each cell of the octree decompositions, we use infinitely and compactly supported radial basis functions in plural steps to farther reduce the processing time with keeping strong extrapolation ability of global radial basis function.
Furthermore, Recently, thanks to the advancement of computer hardware, software demanding high processing power has been available at relatively low cost, that has been expanding the ranges of geometric-modeling users for CAD and CG. In order to enable users without expertise to model geometric objects, we have designed and manufactured a geometric modeling device based on parallel link mechanism and a modeling software system with haptic rendering. The developed device can render haptic information such as resistance force produced by cutting operations as well as input its 3-dimensional position and orientation for the user. The geometric modeling device which uses the parallel link mechanism has been developed, and the fine tactile sense representation is achieved. The system which can create 3D characters intuitively has been developed with the modeling and the painting software of 3-dimensional geometry using the newly developed device.

Report

(3 results)
  • 2004 Annual Research Report   Final Research Report Summary
  • 2003 Annual Research Report
  • Research Products

    (12 results)

All 2004 2003 Other

All Journal Article (11 results) Publications (1 results)

  • [Journal Article] Development of a Geometric Modeling Device with Force Feedback2004

    • Author(s)
      S.Kinashi, Y.Sugisaki, H.Kanao, M.Fujisawa, K.T.Miura
    • Journal Title

      The Journal of Three Dimensional Images Vol.18, No.4

      Pages: 68-72

    • NAID

      130006966470

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Development of a Geometric Modeling Device with Force Feedback2004

    • Author(s)
      S.Kinashi, Y.Sugihara, K.T.Miura
    • Journal Title

      The Journal of Three Dimensional Images Vol.18

      Pages: 68-72

    • NAID

      130006966470

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Dynamic Highlight Line Generation for Locally Deforming NURBS Surfaces Computer-aided Design2003

    • Author(s)
      F.Cheng, J.Yong, Y.Chen, P.Stewart, K.T.Miura
    • Journal Title

      Computer-aided Design 35・10

      Pages: 881-892

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] View-Dependent Refinement by Two-Stepped Catmull-Clark Subdivision2003

    • Author(s)
      K.T.Miura, M.Adachi, T.Ikedo, A.Yamashita, T.Kaneko
    • Journal Title

      The Journal of Three Dimensional Images 17・4

      Pages: 33-38

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Dynamic Highlight Line Generation for Locally Deforming NURBS Surfaces2003

    • Author(s)
      F.Cheng, J.Yong, Y.Chen, P.Stewart, K.T.Miura
    • Journal Title

      Computer-aided Design Vol.35, No.10

      Pages: 881-892

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] View-Dependent Refinement by Two-Stepped Catmull-Clark Subdivision2003

    • Author(s)
      K.T.Miura, M.Adachi, T.Ikedo, A.Yamashita, T.Kaneko
    • Journal Title

      The Journal of Three Dimensional Images Vol.17, No.4

      Pages: 33-38

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Surface Quality Evaluation of 3 Dimensional Lattice Meshes2003

    • Author(s)
      J.Sone, K.T.Miura, Y.Tokuyama, H.Toriya
    • Journal Title

      The Journal of Three Dimensional Images Vol.17, No.4

      Pages: 39-45

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Surface Quality Evaluation of 3 Dimensional Lattice Meshes2003

    • Author(s)
      J.Sone, K.T.Miura
    • Journal Title

      The Journal of Three Dimensional Images Vol.17

      Pages: 39-45

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Dynamic Highlight Line Generation for Locally Deforming NURBS Surfaces2003

    • Author(s)
      F.Cheng, J.Yong
    • Journal Title

      Computer-aided Design Vol.35

      Pages: 881-892

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Surface Quality Evaluation of 3 Dimensional Lattice Meshes

    • Author(s)
      J.Sone, K.T.Miura, Y.Tokuyama, H.Toriya
    • Journal Title

      The Journal of Three Dimensional Images

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Development of a Geometric Modeling Device with Force Feedback

    • Author(s)
      S.Kinashi, Y.Sugisaki, H.Kanao, M.Fujisawa, K.T.Miura
    • Journal Title

      The Journal of Three Dimensional Images

    • NAID

      130006966470

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Publications] 三浦憲二郎: "八分木を用いたラジアル基底関数による高速3D形状構築"グラフィックスとCAD/Visual Computing合同シンポジウム2003予稿集. 201-206 (2003)

    • Related Report
      2003 Annual Research Report

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Published: 2003-04-01   Modified: 2016-04-21  

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