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Generation of regular-grid data from irregular/non-grid data to visualize transformable soft tissues in virtual operation

Research Project

Project/Area Number 18500092
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Media informatics/Database
Research InstitutionRitsumeikan University

Principal Investigator

TANAKA Satoshi  Ritsumeikan University, 情報理工学部, 教授 (60251980)

Project Period (FY) 2006 – 2008
Project Status Completed (Fiscal Year 2008)
Budget Amount *help
¥3,390,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥390,000)
Fiscal Year 2008: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2007: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2006: ¥1,700,000 (Direct Cost: ¥1,700,000)
Keywordsボリュームデータ / 補間 / 格子構造不依存 / 可視化 / 高品質 / 圧縮 / 大規模データ / 非正規格子 / 非構造格子 / 放射線医療 / モンテカルロ・ボリューム・グラフィックス / データ圧縮 / 構造解析 / ボリューム・グラフィックス / MPU法 / メトロポリス法 / ポイント・グラフィックス / 医療データ / モンテカルロ法
Research Abstract

本研究は, ボリュームデータを, 格子構造の情報に頼らずに精密に補間して高品質なスカラー場を生成し, これを医療手術(のシミュレーション)等で変形する軟組織の可視化に利用する技術を開発したものである。補間手法としては, 入力の離散スカラー値分布に関して, 正規格子データにおける均一な分布であっても, また, 非正規格子/非格子データにおける不均一分布であっても適用可能な「ボリュームMPU 法」を開発した。これにより, 正規格子データが手術シミュレーションによって変形して非正規格子データになっても, 精密な補間と高品質な可視化が可能になった。また, 可視化に関しては, ボリュームデータの標準的な可視化手法であるレイキャスティング法とボリュームMPU法の親和性が良いことを確認した。加えて, 大規模データの可視化に適した「モンテカルロ法に基づくポイント・グラフィックス」等を開発し, これらをボリュームデータ等値面の高品質可視化や半透明な透過的可視化に応用する手法を開発した。さらに, 開発した手法の構造解析への応用についても追求し, その有効性を確かめることができた。

Report

(4 results)
  • 2008 Annual Research Report   Final Research Report ( PDF )
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • Research Products

    (64 results)

All 2009 2008 2007 2006 Other

All Journal Article (29 results) (of which Peer Reviewed: 18 results) Presentation (34 results) Remarks (1 results)

  • [Journal Article] 複雑な陰関数曲面モデルの確率過程的並列サンプリング2009

    • Author(s)
      木村彰徳, 八田拓也, 市村智和, 仲田晋, 田中覚
    • Journal Title

      電子情報通信学会論文誌 Vol.J92-D, No.3

      Pages: 439-442

    • NAID

      110007381182

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 放射線治療シミュレーションにおける可視化の役割と可視化ソフトウェア2009

    • Author(s)
      本村彰徳
    • Journal Title

      日本シミュレーション学会論文誌「シミュレーション」 28(1)

      Pages: 27-33

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 複雑な陰関数曲面モデルの確率過程的並列サンプリング2009

    • Author(s)
      木村彰徳
    • Journal Title

      電子情報通信学会論文誌 J92-D(3)

      Pages: 439-442

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Geant4 Visualisation System2008

    • Author(s)
      J. Allison, M. Asai, G. Barrand, M. Donszelmann, K. Minamimoto, J. Perl, S. Tanaka, E. Tcherniaev, J. Tinslay
    • Journal Title

      Computer Physics Communications Vol.178

      Pages: 331-365

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] The Geant4 Visualisation System2008

    • Author(s)
      J. Allison
    • Journal Title

      Computer Physics Communications 178

      Pages: 331-365

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Geant4 Visualisation System2008

    • Author(s)
      John Allison
    • Journal Title

      Computer Physics Communications 178

      Pages: 331-365

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Fast Solver for 3D Meshless Analysis Based on RPIM2007

    • Author(s)
      Kyoko Hasegawa, Susumu Nakata, Satoshi Tanaka
    • Journal Title

      Theoretical and Applied Mechanics Japan Vol.56

      Pages: 439-444

    • NAID

      130004463656

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 陰関数曲面上における粒子拡散法を用いた高密度・大量点群のポリゴン化2007

    • Author(s)
      小嶋一行, 岡将史, 柴田章博, 仲田晋, 田中覚
    • Journal Title

      可視化情報学会論文集 Vol.27, No.9

      Pages: 77-83

    • NAID

      130004438195

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] gMocren : a visualization tool for Genat4 medical applications2007

    • Author(s)
      Akinori Kimura, Ayumu Saitoh, Takashi Sasaki, Satoshi Tanaka
    • Journal Title

      Int. J. of Computer Assisted Radiology and Surgery Vol.2

      Pages: 459-460

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Stochastic Visualization of Intersection Curves of Implicit Surfaces2007

    • Author(s)
      Yoshitomo Jo, Masafumi Oka, Akinori Kimura, Kyoko Hasegawa, Ayumu Saitoh, Susumu Nakata, Akihiro Shibata, Satoshi Tanaka
    • Journal Title

      Computers & Graphics Vol.31, No.2

      Pages: 230-242

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Fast Solver for 3D Meshless Analysis Basedon RPIM2007

    • Author(s)
      Kyoko Hasegawa
    • Journal Title

      Theoretical and Applied Mechanics Japan 56

      Pages: 439-444

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 陰関数曲面上における粒子拡散法を用いた高密度・大量:点群のポリゴン化2007

    • Author(s)
      小嶋 一行
    • Journal Title

      可視化情報学会論文集 27(9)

      Pages: 77-83

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] gMocren:a Visualization Tool for Geant4 Medical Applications2007

    • Author(s)
      Akinori Kimura
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery 2

      Pages: 459-460

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stochastic Visualization of Intersection Curves of Implicit Surfaces2007

    • Author(s)
      Yoshitomo Jo
    • Journal Title

      Computers & Graphics 31(2)

      Pages: 232-242

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Particle-based Volume Rendering2007

    • Author(s)
      Naohisa Sakamoto, Jorji Nonaka, Koji koyamada, Satoshi Tanaka
    • Journal Title

      Asia-Pacific Symposium on Visualization 2007, Sydney, New South Wales, Australia, February 5-7, 2007.

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Meshless Method for Structural Analysis Based on Surface Reconstruction2006

    • Author(s)
      Kyoko Hasegawa, Susumu Nakata, Satoshi Tanaka
    • Journal Title

      Theoretical and Applied Mechanics Japan Vol.55

      Pages: 247-252

    • NAID

      130004463605

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Visualization Tool forGeant4-Based Medical Physics Applications2006

    • Author(s)
      Akinori Kimura, Satoshi Tanaka, Takashi Sasaki
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery Vol.1

      Pages: 462-463

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 曲面モデルに基づくメッシュレス解析のための節点生成2006

    • Author(s)
      長谷川恭子, 仲田晋, 田中覚
    • Journal Title

      計算数理工学論文集 Vol.6, No.1

      Pages: 61-64

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] MPU法に基づく色情報付き陰関数曲面の生成2006

    • Author(s)
      藤本大地, 伊東拓, 仲田晋, 北川高嗣, 岡将史, 田中覚
    • Journal Title

      電子情報通信学会論文誌 Vol.J89-D, No.6

      Pages: 1391-1402

    • NAID

      110007385855

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Meshless structural analyses of complex shape models using implicit surface representations2006

    • Author(s)
      Kyoko Hasegawa, Susumu Nakata, Satoshi Tanaka
    • Journal Title

      JOURNAL OF PLASMA PHYSICS 72

      Pages: 1081-1086

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Meshless Method for Structural Analysis Based on Surface Reconstruction2006

    • Author(s)
      Kyoko Hasegawa, Susumu Nakata, Satoshi Tanaka
    • Journal Title

      Theoretical and Applied Mechanics Japan 55

      Pages: 247-252

    • NAID

      130004463605

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Visualization Tool for Gent4-Based Medical Physics Applications2006

    • Author(s)
      kinori Kimura, Satoshi Tanaka, Takashi Sasaki
    • Journal Title

      International Journal of Computer Assisted Radiology and Surgery 1

      Pages: 462-463

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 曲面モデルに基づくメッシュレス解析のための節点生成2006

    • Author(s)
      長谷川恭子, 仲田晋, 田中覚
    • Journal Title

      計算数理工学論文集 6(1)

      Pages: 61-64

    • Related Report
      2006 Annual Research Report
  • [Journal Article] MPU法に基づく色情報付き陰関数曲面の生成2006

    • Author(s)
      藤本大地, 伊東拓, 仲田晋, 北川高嗣, 岡将史, 田中覚
    • Journal Title

      電子情報通信学会論文誌 Vol. J89(6)

      Pages: 1391-1402

    • NAID

      110007385855

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Volume Visualization Tools for Geant4 Simulation2006

    • Author(s)
      Ayumu Saitoh, Akinori Kimura, Satoshi Tanaka
    • Journal Title

      The Japan-Taiwan Symposium on Simulation in Medicine 2006, Tsukuba, Ibaraki, Japan, December, 14, 2006.

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Visualization of medical Volumetric Data Based on Grid Independent Monte Carlo Sampling2006

    • Author(s)
      Frederika Rambu Nagana, Takuya Hatta, Naohisa Sakamoto, Jorji Nonaka, Koji Koyamada, Satoshi Tanaka
    • Journal Title

      The Japan-Taiwan Symposium on Simulation in Medicine 2006, Tsukuba, Ibaraki, Japan, December, 14, 2006.

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Volume Rendering Using Tiny Particles2006

    • Author(s)
      Naohisa Sakamoto, Jorji Nonaka, Koji Koyamada, Satoshi Tanaka
    • Journal Title

      IEEE International Symposium on Multimedia (ISM2006), San Diego, California, USA, on December 11-13, 2006.

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Volume Rendering with a Gird-Independent Illuminant Particle Model2006

    • Author(s)
      Frederika Rambu Nagana, Takuya Hatta, Naohisa Sakamoto, Jorji Nonaka, Satoshi Tanaka, Koji Koyamada
    • Journal Title

      IEEE Visualization 2006, Baltimore, Maryland, USA, October 29-Nov.3, 2006

    • Related Report
      2006 Annual Research Report
  • [Journal Article] GRAPE : A visualization tool for Grant4-based medical physics applications2006

    • Author(s)
      Akinori Kimura, Satoshi Tanaka, Ayumu Saitoh, Takashi Sasaki
    • Journal Title

      IEEE Nuclear Science Symposium 2006, October 20-Nov. 4, 2006 San Diego, California, USA.

    • Related Report
      2006 Annual Research Report
  • [Presentation] Volume MPU法を用いた格子構造に依存しないデータ補間2009

    • Author(s)
      塚本勇介, 片岡慎二, 伊藤慎, 長谷川恭子, 田中覚, 仲田晋
    • Organizer
      第71回情報処理学会全国大会
    • Place of Presentation
      滋賀
    • Related Report
      2008 Final Research Report
  • [Presentation] MPU法による地球シミュレータデータの補間と圧縮-海温分布への適用-2009

    • Author(s)
      伊藤慎
    • Organizer
      第71回情報処理学会全国大会
    • Place of Presentation
      滋賀県・草津市
    • Related Report
      2008 Annual Research Report
  • [Presentation] Volume MPU法を用いた格子構造に依存しないデータ補間2009

    • Author(s)
      塚本勇介
    • Organizer
      第71回情報処理学会全国大会
    • Place of Presentation
      滋賀県・草津市
    • Related Report
      2008 Annual Research Report
  • [Presentation] A Particle Modeling for Rendering Irregular Volumes2008

    • Author(s)
      Koji Koyamada, Naohisa Sakamoto, Satoshi Tanaka
    • Organizer
      International Conference on Computer Modeling and Simulation (UKSIM2008)
    • Place of Presentation
      Cambridge, England
    • Year and Date
      2008-04-13
    • Related Report
      2008 Final Research Report
  • [Presentation] MPU法に基づく大規模ボリューム・データの補間とデータ圧縮2008

    • Author(s)
      伊藤慎, 片岡慎二, 塚本勇介, 長谷川恭子, 仲田晋, 田中覚
    • Organizer
      可視化情報全国講演会(釧路2008)講演論文集
    • Place of Presentation
      北海道
    • Related Report
      2008 Final Research Report
  • [Presentation] モンテカルロ・ボリューム・グラフィックスのための確率微分方程式を用いたサンプリング2008

    • Author(s)
      中島英雄, 仲田晋, 田中覚
    • Organizer
      第27回日本シミュレーション学会大会発表論文集
    • Place of Presentation
      滋賀
    • Related Report
      2008 Final Research Report
  • [Presentation] サブピクセル法を取り入れたモンテカルロ・ボリューム・グラフィックス2008

    • Author(s)
      宮本純子, 坂本尚久, 小山田耕二, 田中覚
    • Organizer
      第27回日本シミュレーション学会大会発表論文集
    • Place of Presentation
      滋賀
    • Related Report
      2008 Final Research Report
  • [Presentation] Volume Visualization Driver in Geant4 for Raiotherapy Simulation2008

    • Author(s)
      A. Kimura, T. Sasaki, S. Tanaka
    • Organizer
      IEEE Nuclear Science Symposium Conference
    • Related Report
      2008 Final Research Report
  • [Presentation] DICOM Handling Tools for Geant4-based Radiotherapy Simulation2008

    • Author(s)
      A. Kimura, T. Aso, A. Saitoh, K. Hasegawa, T. Sasaki, S. Tanaka
    • Organizer
      CARS 2008-Computer Assisted Radiology and Surgery 22nd International Congress and Exhibition2008
    • Place of Presentation
      Barcelona (Spain)
    • Related Report
      2008 Final Research Report
  • [Presentation] Multi-Volume Rendering Using Particle Fusion2008

    • Author(s)
      Naohisa Sakamoto, Koji Koyamada, Ayumu Saito, Akinori Kimura, Satoshi Tanaka
    • Organizer
      IEEE VGTC Pacific Visualization Symposium 2008
    • Place of Presentation
      Kyoto, Japan
    • Related Report
      2008 Final Research Report
  • [Presentation] Volume Visualization Driver in Geant4 for Raiotherapy Simulation2008

    • Author(s)
      A. Kimura
    • Organizer
      IEEE Nuclear Science Symposium Conference, October 2008
    • Place of Presentation
      Dresden (Germany)
    • Related Report
      2008 Annual Research Report
  • [Presentation] A Particle Modeling for Rendering Irregular Volumes2008

    • Author(s)
      Koji Koyamada
    • Organizer
      International Conference on Computer Modeling and Simulation (UKSIM 2008)
    • Place of Presentation
      Cambridge(England)
    • Related Report
      2008 Annual Research Report
  • [Presentation] MPU法に基づく大規模ボリューム・データの補間とデータ圧縮2008

    • Author(s)
      伊藤慎
    • Organizer
      可視化情報全国講演会(釧路2008)
    • Place of Presentation
      北海道・釧路市
    • Related Report
      2008 Annual Research Report
  • [Presentation] MPU法に基づく非正規格子型ボリュームデータの補間2008

    • Author(s)
      塚本勇介
    • Organizer
      可視化情報全国講演会(釧路2008)
    • Place of Presentation
      北海道・釧路市
    • Related Report
      2008 Annual Research Report
  • [Presentation] モンテカルロ・ボリューム・グラフィックスのための確率微分方程式を用いたサンプリング2008

    • Author(s)
      中島英雄
    • Organizer
      第27回日本シミュレーション学会大会
    • Place of Presentation
      滋賀県・草津市
    • Related Report
      2008 Annual Research Report
  • [Presentation] サブピクセル法を取り入れたモンテカルロ・ボリューム・グラフィックス2008

    • Author(s)
      宮本純子
    • Organizer
      第27回日本シミュレーション学会大会
    • Place of Presentation
      滋賀県・草津市
    • Related Report
      2008 Annual Research Report
  • [Presentation] Multi-Volume Rendering Using Particle Fusion2008

    • Author(s)
      Naohisa Sakamoto
    • Organizer
      IEEE VGTC Pacific Visualization Symposium 2008(審査付き)
    • Place of Presentation
      京都
    • Related Report
      2007 Annual Research Report
  • [Presentation] Preprocessing for Accelerating Convergence of Repulsive-particle Systems for Sampling Implicit Surfaces.2008

    • Author(s)
      Masafumi Oka
    • Organizer
      Shape Modeling International 2007 (SMI'07) (審査付き)
    • Place of Presentation
      Lyon,France
    • Related Report
      2007 Annual Research Report
  • [Presentation] メトロポリス法を利用した格子構造に依存しないボリューム・グラフィックス2007

    • Author(s)
      田中 覚
    • Organizer
      第13回ビジュアリゼーションカンファレンス(主催:可視化情報学会)(招待講演)
    • Place of Presentation
      東京都
    • Year and Date
      2007-10-26
    • Related Report
      2007 Annual Research Report
  • [Presentation] gMocren : High-Quality Volume Visualization Tool for Geant4 Simulation2007

    • Author(s)
      Ayumu Saitoh, Akinori Kimura, Takashi Sasaki, Satoshi Tanaka
    • Organizer
      IEEE Nuclear Science Symposium
    • Place of Presentation
      Honolulu, Hawai
    • Related Report
      2008 Final Research Report
  • [Presentation] Requirements in Modeling and Visualization for Geant4-Based Radiotherapy Simulation2007

    • Author(s)
      Akinori Kimura, Ayumu Saitoh, Tsukasa Aso, Takashi Sasaki, Satoshi Tanaka
    • Organizer
      IEEE Nuclear Science Symposium
    • Place of Presentation
      Honolulu, Hawai
    • Related Report
      2008 Final Research Report
  • [Presentation] Grid-independent Metropolis sampling for volume visualization2007

    • Author(s)
      Satoshi Tanaka, Takuya Hatta, Frederika Rambu Ngana, Ayumu Saitoh, Naohisa Sakamoto, Jorji Nonaka, Koji Koyamada
    • Organizer
      6th EUROSIM Congress on Modeling and Simulation (EUROSIM 2007)
    • Place of Presentation
      Ljubljana, Slovenia
    • Related Report
      2008 Final Research Report
  • [Presentation] gMocren : a visualization tool for Geant4 medical applications2007

    • Author(s)
      A. Kimura, A. Saitoh, T. Sasaki, S. Tanaka
    • Organizer
      21st International Congress and Exhibition (CARS 2007)
    • Place of Presentation
      Berlin, Germany
    • Related Report
      2008 Final Research Report
  • [Presentation] Preprocessing for accelerating convergence of repulsive-particle systems for sampling implicit surfaces2007

    • Author(s)
      Masafumi Oka, Susumu Nakata, Satoshi Tanaka
    • Organizer
      IEEE SMI'07 (Shape Modeling International 2007)
    • Place of Presentation
      Lyon, France
    • Related Report
      2008 Final Research Report
  • [Presentation] Particle-based Volume Rendaring2007

    • Author(s)
      Naohisa Sakamoto, Jorji Nonaka, Koji Koyamada, Satoshi Tanaka
    • Organizer
      Asia-Pacific Symposium on Visualization 2007
    • Place of Presentation
      Sydney, New South Wales, Ausutralia
    • Related Report
      2008 Final Research Report
  • [Presentation] Requirements in Modeling and Visualization for Geant4-Based RadiotheraPy Simulation2007

    • Author(s)
      Akinori Kimura
    • Organizer
      IEEE Nuclear Science Symposium(審査付き)
    • Place of Presentation
      Honolulu,Hamai
    • Related Report
      2007 Annual Research Report
  • [Presentation] gMocren:High-Quality Volume Visualization Tool for Geant4 Simulation2007

    • Author(s)
      Avumu Saitoh
    • Organizer
      IEEE Nuclear Science Symposium(審査付き)
    • Place of Presentation
      Honolulu,Hamai
    • Related Report
      2007 Annual Research Report
  • [Presentation] Grid-Independent Metropolis Sampling for Volume Visualization2007

    • Author(s)
      Satoshi Tanaka
    • Organizer
      the 6th EUROSIM Congress on Modeling and Simulati on (EUROSIM2007)(審査付き)
    • Place of Presentation
      Ljubljana,Slovenia
    • Related Report
      2007 Annual Research Report
  • [Presentation] Visualization of Medical Volumetric Data Based on Grid Independent Monte Carlo Sampling2007

    • Author(s)
      Frederika Rambu Ngana
    • Organizer
      International Conference on Soft Computing, Intelligent System&Information Technology 2007(審査付き)
    • Place of Presentation
      Bali,Indonesia
    • Related Report
      2007 Annual Research Report
  • [Presentation] MPU法による陰関数曲面の多重解像度表現2007

    • Author(s)
      伊藤 慎
    • Organizer
      可視化情報全国講演会2007
    • Place of Presentation
      岐阜県
    • Related Report
      2007 Annual Research Report
  • [Presentation] MPU法に基づいたボリュームデータの補間と圧縮2007

    • Author(s)
      井上 成治
    • Organizer
      可視化情報全国講演会2007
    • Place of Presentation
      岐阜県
    • Related Report
      2007 Annual Research Report
  • [Presentation] Volume Rendering Using Tiny Particles2006

    • Author(s)
      Naohisa Sakamoto, Jorji Nonaka, Koji Koyamada, Satoshi Tanaka
    • Organizer
      IEEE International Symposium on Multimedia (ISM2006)
    • Place of Presentation
      San Diego, California, USA
    • Related Report
      2008 Final Research Report
  • [Presentation] Volume Rendering with a Grid-Independent Illuminant Particle Model2006

    • Author(s)
      Frederika Rambu Ngana, Takuya Hatta, Naohisa Sakamoto, Jorji Nonaka, Satoshi Tanaka, Koji Koyamada
    • Organizer
      IEEE Visualization 2006
    • Place of Presentation
      Baltimore, Maryland, USA
    • Related Report
      2008 Final Research Report
  • [Presentation] GRAPE : A visualization tool forGeant4-based medical physics applications2006

    • Author(s)
      Akinori Kimura, Satoshi Tanaka, Ayumu Saitoh, Takashi Sasaki
    • Organizer
      IEEE Nuclear Science Symposium 2006
    • Place of Presentation
      San Diego, California, USA
    • Related Report
      2008 Final Research Report
  • [Remarks] 可視化情報学会第19期学会賞(論文賞)(雑誌論文(4)に対して)

    • Related Report
      2008 Final Research Report

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Published: 2006-04-01   Modified: 2016-04-21  

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