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Computer vision techniques for recognition and retrieval of volumetric biological organs

Research Project

Project/Area Number 24500197
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionChiba University

Principal Investigator

IMIYA Atsushi  千葉大学, 統合情報センター, 教授 (10176505)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords変分原理 / データ蓄積 / 大域的整合計算 / 局所的整合計算 / 学習 / 臓器モデル / 形状解析 / 平均臓器 / 変分解析 / 形状処理 / 非剛体 / 画像蓄積 / 計算解剖学
Outline of Final Research Achievements

In this research, we introduced a fast and robust method for registration, recognition and retrieval of volumetric biological organs. The method allows us to construct robust and repairable statistical models for organs in human torso. For the construction of models, (1) we develop a segmentation methods for organs in torso, (2) we define the average organ, (3) we clarify the difference among temporal, spatial and sopatio-temporal averages of organs and (4) we construct a robust and reliable image registration method with data in large database dictionary.

Report

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

    (15 results)

All 2014 2013 2012

All Journal Article (10 results) (of which Peer Reviewed: 10 results,  Acknowledgement Compliant: 1 results) Presentation (4 results) (of which Invited: 1 results) Book (1 results)

  • [Journal Article] Global Volumetric Image Registration Using Local Linear Property of Image Manifold2014

    • Author(s)
      Hayato Itoh, Atsushi Imiya, Tomoya Sakai
    • Journal Title

      LNCS

      Volume: 9008 Pages: 238-253

    • DOI

      10.1007/978-3-319-16628-5_18

    • ISBN
      9783319166278, 9783319166285
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multiple Alignment of Spatiotemporal Deformable Objects for the Average-Organ Computation2014

    • Author(s)
      Shun Inagaki, Hayato Itoh, Atsushi Imiya
    • Journal Title

      LNCS

      Volume: 9828 Pages: 353-366

    • DOI

      10.1007/978-3-319-16220-1_25

    • ISBN
      9783319162195, 9783319162201
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Global Image Registration Using Random Projection and Local Linear Method2013

    • Author(s)
      Hayato Itoh, Tomoya Sakai, Kazuhiko Kawamoto, Atsushi Imiya
    • Journal Title

      Lecture Notes in Computer Sciences

      Volume: 8047 Pages: 564-571

    • DOI

      10.1007/978-3-642-40261-6_68

    • ISBN
      9783642402609, 9783642402616
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Variational Method for Computing Average Images of Biological Organs2013

    • Author(s)
      Shun Inagaki, Atsushi Imiya, Hidekata Hontani, Shohei Hanaoka, Yoshitaka Masutani
    • Journal Title

      Lecture Notes in Computer Sciences

      Volume: 7893 Pages: 440-451

    • DOI

      10.1007/978-3-642-38267-3_37

    • ISBN
      9783642382666, 9783642382673
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Topology-Preserving Dimension-Reduction Methods for Image Pattern Recognition2013

    • Author(s)
      Hayato Itoh, Tomoya Sakai, Kazuhiko Kawamoto, Atsushi Imiya
    • Journal Title

      Lecture Notes in Computer Sciences

      Volume: 7944 Pages: 195-204

    • DOI

      10.1007/978-3-642-38886-6_19

    • ISBN
      9783642388859, 9783642388866
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Dimension Reduction Methods for Image Pattern Recognition2013

    • Author(s)
      Hayato Itoh, Tomoya Sakai, Kazuhiko Kawamoto, Atsushi Imiya
    • Journal Title

      Lecture Notes in Computer Sciences

      Volume: 7953 Pages: 26-42

    • DOI

      10.1007/978-3-642-39140-8_2

    • ISBN
      9783642391392, 9783642391408
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] The Mean Boundary Curve of Anatomical Objects.2012

    • Author(s)
      Keiko Morita, Atsushi Imiya, Tomoya Sakai, Hidekata Hontan, Yoshitaka Masutani:
    • Journal Title

      LNCS

      Volume: 7517 Pages: 313-324

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Edge Detection and Smoothing-Filter of Volumetric Data2012

    • Author(s)
      Masaki Narita, Atsushi Imiya, Hayato Itoh:
    • Journal Title

      LNCS

      Volume: 7432 Pages: 657-667

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Interpolation of Reference Images in Sparse Dictionary for Global Image Registration.2012

    • Author(s)
      Hayato Itoh, Shuang Lu, Tomoya Sakai, Atsushi Imiya
    • Journal Title

      LNCS

      Volume: 7432 Pages: 657-667

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Alignment and Morphing for the Boundary Curves of Anatomical Organs.2012

    • Author(s)
      Keiko Morita, Atsushi Imiya, Tomoya Sakai, Hidekaka Hontan, Yoshitaka Masutani:
    • Journal Title

      LNCS

      Volume: 7626 Pages: 458-466

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Two-Dimensional Global Image Registration Using Local Linear Property of Image Manifold2014

    • Author(s)
      Hayato Itoh, Atsushi Imiya, Tomoya Sakai
    • Organizer
      ICPR
    • Place of Presentation
      Stockholm SE
    • Year and Date
      2014-08-24 – 2014-08-28
    • Related Report
      2014 Annual Research Report
  • [Presentation] Variational Deformation Method for the Computation of the Average Shape of Organs2014

    • Author(s)
      Shun Inagaki, Atsushi Imiya
    • Organizer
      CVPR
    • Place of Presentation
      Cloumbus, OH, USA
    • Year and Date
      2014-06-23 – 2014-06-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] 臓器の標準位置の計算2013

    • Author(s)
      延原 謙,井宮 淳
    • Organizer
      電子情報通信学会 医用画像研究会(MI)
    • Place of Presentation
      愛知工業大学八草キャンパス
    • Related Report
      2012 Research-status Report
  • [Presentation] An Efficient Volumetric Global Image Registration2012

    • Author(s)
      Shuang Lu・Tomoya Sakai・○Atsushi Imiya
    • Organizer
      電子情報通信学会 医用画像研究会(MI)
    • Place of Presentation
      山形大学工学部(米沢キャンパス)
    • Related Report
      2012 Research-status Report
    • Invited
  • [Book] Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, SSPR&SPR 2012, Hiroshima, Japan, November 7-9, 2012. Proceedings2012

    • Author(s)
      Georgy L. Gimel'farb, Edwin R. Hancock, Atsushi Imiya, Arjan Kuijper, Mineichi Kudo, Shinichiro Omachi, Terry Windeatt, Keiji Yamada (Eds.):
    • Total Pages
      780
    • Publisher
      Springer
    • Related Report
      2012 Research-status Report

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

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