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Establishing Hyper-Renormalization for Geometric Estimation from Images

Research Project

Project/Area Number 24650086
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Perception information processing/Intelligent robotics
Research InstitutionOkayama University

Principal Investigator

KANATANI Kenichi  岡山大学, 大学院・自然科学研究科, 教授 (60125838)

Co-Investigator(Renkei-kenkyūsha) SUGAYA Yasuyuki  岡山大学, 大学病院, 准教授 (00335580)
Project Period (FY) 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords超精度くりこみ法 / 拡張 FNS 法 / 超精度補正 / 幾何学的推定 / 最尤推定 / 3次元形状復元 / 楕円当てはめ / カメラ校正 / 拡張FNS法
Research Abstract

While maximum likelihood has been used for high accuracy geometric estimation from image data, such as fitting lines and ellipses and computing the relationships between corresponding points over multiple images, we have derived a higher accuracy method, called “hyper-renormalization” and applied it to various practical problems. At the same time, we have extend the “hyper accurate correction” for correcting the maximum likelihood solution and confirmed that the same degree of accuracy can be reached. We have also introduced a new formulation of the extended FNS method and applied it to the analysis of the GPS land deformation data of the Great East Japan Earthquake.

Report

(2 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • Research Products

    (27 results)

All 2013 2012 Other

All Journal Article (8 results) (of which Peer Reviewed: 7 results) Presentation (18 results) (of which Invited: 2 results) Remarks (1 results)

  • [Journal Article] Computing internally constrained motion of 3-D sensor data for motion interpretation2013

    • Author(s)
      K. Kanataniand C. Matsunaga
    • Journal Title

      Pattern Recognition

      Volume: 46(6) Pages: 1700-1709

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Calibration of ultra-wide fisheye lens cameras by eigenvalue minimization2013

    • Author(s)
      K. Kanatani
    • Journal Title

      IEEE Transactions on Pattern Analysis and Machine Intelligence

      Volume: 35(4) Pages: 813-822

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Hyper- accurate correction of maximum likelihood for geometric estimation2013

    • Author(s)
      K Kanataniand Y. Sugaya
    • Journal Title

      IPSJ Transactions on Computer Vision Applications

      Volume: 5 Pages: 19-29

    • NAID

      130003366950

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Corneal Imaging Revisited: An Overview of Corneal Reflection Analysis and Applications2013

    • Author(s)
      K Kanatani
    • Journal Title

      IPSJ Transactions on Computer Vision and Applications

      Volume: 5 Issue: 0 Pages: 1-18

    • DOI

      10.2197/ipsjtcva.5.1

    • NAID

      130003369465

    • ISSN
      1882-6695
    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computing internally constrained motion of 3-D sensor data for motion interpretation2013

    • Author(s)
      K. Kanatani
    • Journal Title

      Pattern Recognition

      Volume: 46 Issue: 6 Pages: 1700-1709

    • DOI

      10.1016/j.patcog.2012.11.023

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Overviews of optimization techniques for geometric estimation2012

    • Author(s)
      K. Kanatani
    • Journal Title

      Memoirs of the Faculty of Engineering, Okayama University

      Volume: 47 Pages: 1-18

    • NAID

      120005232372

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Journal Article] Optimal computation of 3-D similarity: Gauss-Newton vs. Gauss-Helmet2012

    • Author(s)
      K. Kanatani and H. Niitsuma
    • Journal Title

      Computational Statistics and Data Analysis

      Volume: 56(12) Pages: 4470-4483

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Optimal computation of 3-D similarity: Gauss-Newton vs. Gauss-Helmert2012

    • Author(s)
      K. Kanatani
    • Journal Title

      Computational Statistics and Data Analysis

      Volume: 56 Issue: 12 Pages: 4470-4483

    • DOI

      10.1016/j.csda.2012.03.014

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] 複数運動ビデオデータベースHopkins155 の誤追跡除去2013

    • Author(s)
      菅谷 保之, 松下 裕一, 金谷 健一
    • Organizer
      情報処理学会コンピュータビジョンとイメージメディア研究会
    • Place of Presentation
      東京
    • Year and Date
      2013-05-17
    • Related Report
      2012 Final Research Report
  • [Presentation] 3 基礎行列の分解による 3 画像からの 3 次元形状復元2013

    • Author(s)
      山崎 大輔, 金澤 靖, 菅谷 保之, 金谷 健一
    • Organizer
      情報処理学会コンピュータビジョンとイメージメディア研究会
    • Place of Presentation
      大阪
    • Year and Date
      2013-03-14
    • Related Report
      2012 Final Research Report
  • [Presentation] 精度の高い楕円限定当てはめ2013

    • Author(s)
      益崎 智成,菅谷 保之, 金谷 健一
    • Organizer
      情報処理学会コンピュータビジョンとイメージメディア研究会
    • Place of Presentation
      大阪
    • Year and Date
      2013-03-14
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] 3基礎行列の分解による3画像からの3次元形状復元2013

    • Author(s)
      山崎 大輔
    • Organizer
      情報処理学会コンピュータビジョンとイメージメディア研究会
    • Place of Presentation
      大阪
    • Related Report
      2012 Annual Research Report
  • [Presentation] 複数運動ビデオデータベースHopkins155の誤追跡除去2013

    • Author(s)
      菅谷 保之
    • Organizer
      情報処理学会コンピュータビジョンとイメージメディア研究会
    • Place of Presentation
      東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] GPS計測データの階層的運動モデル当てはめによる東日本大震災の地盤変形解析2012

    • Author(s)
      本田 卓士, 松永 力,金谷 健一
    • Organizer
      計測自動制御学会第17回パターン計測シンポジウム
    • Place of Presentation
      山梨県笛吹市
    • Year and Date
      2012-12-14
    • Related Report
      2012 Final Research Report
  • [Presentation] 内部拘束を持つ 3 次元運動の最適計算法と幾何学的モデル選択への応用2012

    • Author(s)
      松永 力, 金谷 健一
    • Organizer
      ビジョン技術の実利用ワークショップ
    • Place of Presentation
      横浜
    • Year and Date
      2012-12-06
    • Related Report
      2012 Final Research Report
  • [Presentation] 誤差のあるデータからの内部拘束を持つ3次元運動の計算法と幾何学的モデル選択への応用2012

    • Author(s)
      本田 卓士, 松永 力, 金谷 健一
    • Organizer
      情報処理学会コンピュータビジョンとイメージメディア研究会
    • Place of Presentation
      横浜
    • Year and Date
      2012-12-04
    • Related Report
      2012 Final Research Report
  • [Presentation] Optimization techniques for geometric estimation: Beyond minimization2012

    • Author(s)
      K. Kanatani
    • Organizer
      S+SSPR 2001: the 9th International Workshop on Statistical Techniques in Pattern Recognition and the 14th International Workshop on Structural and Syntactic Pattern Recognition
    • Place of Presentation
      Hiroshima, Japan
    • Year and Date
      2012-11-07
    • Related Report
      2012 Final Research Report
  • [Presentation] Renormalization returns: Hyper-renormalization and its applications2012

    • Author(s)
      K. Kanatani, A. Al-Sharadqah, N. Chernov, andY. Sugaya
    • Organizer
      The 12th European Conference on Computer Vision
    • Place of Presentation
      Firenze, Italy
    • Year and Date
      2012-10-09
    • Related Report
      2012 Final Research Report
  • [Presentation] 幾何学的推定のための最適化手法:最小化を越えて2012

    • Author(s)
      金谷 健一
    • Organizer
      第18回画像センシングシンポジウム
    • Place of Presentation
      横浜
    • Year and Date
      2012-06-06
    • Related Report
      2012 Final Research Report
  • [Presentation] 幾何学的推定のための最尤推定の超精度補正2012

    • Author(s)
      金谷 健一
    • Organizer
      情報処理学会コンピュータビジョンとイメージメディア研究会
    • Place of Presentation
      豊田市
    • Year and Date
      2012-05-24
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] 幾何学的推定のための最適化手法:最小化を越えて2012

    • Author(s)
      金谷 健一
    • Organizer
      第18回画像センシングシンポジウム
    • Place of Presentation
      横浜
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Renormalization returns: Hyper-renormalization and its applications2012

    • Author(s)
      K. Kanatani
    • Organizer
      12th European Conference on Computer Vision
    • Place of Presentation
      Firenze, Italy
    • Related Report
      2012 Annual Research Report
  • [Presentation] Optimization techniques for geometric estimation: Beyond minimization2012

    • Author(s)
      K. Kanatani
    • Organizer
      S+SSPR 2001: the 9th International Workshop on Statistical Techniques in Pattern Recognition and the 14th International Workshop on Structural ans Syntactic Pattern Recognition
    • Place of Presentation
      Hiroshima, Japan
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] 誤差のあるデータからの内部拘束を持つ3次元運動の計算法と幾何学的モデル選択への応用2012

    • Author(s)
      本田 卓士
    • Organizer
      情報処理学会コンピュータビジョンとイメージメディア研究会
    • Place of Presentation
      横浜
    • Related Report
      2012 Annual Research Report
  • [Presentation] 内部拘束を持つ3次元運動の最適計算法と幾何学的モデル選択への応用2012

    • Author(s)
      松永 力
    • Organizer
      ビジョン技術の実利用ワークショップ
    • Place of Presentation
      横浜
    • Related Report
      2012 Annual Research Report
  • [Presentation] GPS計測データの階層的運動モデル当てはめによる東日本大震災の地盤変形解析2012

    • Author(s)
      本田 卓士
    • Organizer
      計測自動制御学会第17回パターン計測シンポジウム
    • Place of Presentation
      大阪
    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://www.suri.cs.okayama-u.ac.jp/~kanatani/j/

    • Related Report
      2012 Final Research Report

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

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