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A Theory of Dynamic Machine Vision and Computational Algorithms

Research Project

Project/Area Number 11650455
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionTokyo Denki University

Principal Investigator

INABA Hiroshi  Tokyo Denki University, College of Science and Engineering, Professer, 理工学部, 教授 (40057203)

Co-Investigator(Kenkyū-buntansha) RIXAT Abdursul  Tokyo Denki University, College of Science and Engineering, Instructor, 理工学部, 助手 (80318162)
Project Period (FY) 1999 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥3,500,000 (Direct Cost: ¥3,500,000)
Fiscal Year 2000: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1999: ¥2,800,000 (Direct Cost: ¥2,800,000)
KeywordsPerspective System / Riccati dynamic / Parameter Identification / Kronecker Canonical Form
Research Abstract

The investigators with Bijoy K.Ghosh of Washington University have shown that the perspective system in 3-dimensional perspective space obtained by projecting a linear motion in 4-dimensional space is represented by a Riccati dynamical system and its projected system is again represented by a Riccati dynamical system, and has studied the identifiability of motion parameters of such a Riccati dynamical system. In particular, we obtained various results on the identifiability of the Riccati dynamical system with perspective and orthographic observations, and performed some computer simulations using extended Kalman filters to illustrate the obtained results. These results have been published in a paper appeared in IEEE Transactions on Automatic Control (see the first paper in the publication list below).
Further, we investigated the parameter estimation problem of perspective dynamical systems using a notion of Kronecker canonical form, and obtained the parameterization of a perspective dynamical system having a given set of Kronecker indices and performed various computer simulations using extended Kalman filters to check the usefulness of our approach. These results were presented at the American Control Conference in 2000 (see the second paper in the publication list below). Furthermore, the observability of perspective linear systems was studied, and some important results were obtained and were presented the 39^<th>IEEE Conference on Decision and Control (CDC2000) and the 23^<rd> SICE Symposium on Dynamical Systems Theory (DST2000)(See the third and fifth papers in the publication list below). Finally, observers for perspective linear systems were investigated and very interesting results were obtained, and those results were presented at the 32^<nd> ISCIE International Symposium on Stochastic Systems and Its Applications (SSS2000) and the 23^<rd> SICE Symposium on Dynamical Systems Theory (DST2000)(See the forth and sixth papers in the publication list below).

Report

(3 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • Research Products

    (20 results)

All Other

All Publications (20 results)

  • [Publications] B.K.Ghosh,H.Inaba and S.Takahashi: "Identification of Riccati dynamics under perspective and orthographic observations"IEEE Transactions on Automatic Control. Vol.45. 1267-1278 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] S.Takahashi,Bijoy K.Ghosh and H.Inaba: "Kronecker canonical forms for perspective systems with applications to parameter identification"Proceedings of American Control Conference. 2215-2219 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] H.Inaba,A.Yoshida,R.Abdursul and B.Ghosh: "Observability of perspective dynamical systems"Proceedings of the 39^<th> IEEE Conference on Decision and Control. (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] R.Abdursul and H.Inaba: "Nonlinear observers of perspective linear systems in machine vision"Abstracts of the 32^<nd> ISCIE International Symposium on Stochastic Systems Theory and its Applications. 16-17 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] H.Inaba,R.Abdursul and B.Ghosh: "A note on observability of perspective dynamical systems"Proc.of the 23^<rd> SICE Symposium on Dynamical Systems Theory. 171-174 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] R.Abdursul,H.Inaba and B.Ghosh: "A note on nonlinear observers of perspective linear systems"Proc.of the 23^<rd> SICE Symposium on Dynamical Systems Theory. 175-178 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] B.K.Ghosh, H.Inaba and S.Takahashi: "Identification of Riccati dynamics under perspective and orthographic observations"IEEE Transactions on Automatic Control. Vol.45. 1267-1278 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] S.Takahashi, Bijoy K.Ghosh and H.Inaba: "Kronecker canonical forms for perspective systems with applications to parameter identification"Proceedings of American Control Conference. 2215-2219 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] H.Inaba, A.Yoshida, R.Abdursul and B.Ghosh: "Observability of perspective dynamical systems"Proceedings of the 39^<th> IEEE Conference on Decision and Control. CD-ROM.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] R.Abdursul and H.Inaba: "Nonlinear observers of perspective linear systems in machine vision"Abstracts of the 32^<nd> International ISCIE Symposium on Stochastic Systems Theory and its Applications. 16-17 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] H.Inaba, R.Abdursul and B.Ghosh: "A note on observability of perspective dynamical systems"Proc.of the 23^<rd> SICE Symposium on Dynamical Systems Theory. 171-174 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] R.Abdursul, H.Inaba and B.Ghosh: "A note on nonlinear observers of perspective linear systems"Proc.of the 23^<rd> SICE Symposium on Dynamical Systems Theory. 175-178 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] B.K.Ghosh,H.Inaba and S.Takahashi: "Identification of Riccati dynamics under perspective and orthographic observations"IEEE Transactions on Automatic Control. Vol.45. 1267-1278 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] S.Takahashi,Bijoy K.Ghosh and H.Inaba: "Kronecker canonical forms for perspective systems with applications to parameter identification"Proceedings of American Control Conference. 2215-2219 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] H.Inaba,A.Yoshida,R.Abdursul and B.Ghosh: "Observability of perspective dynamical systems"Proceedings of the 39th IEEE Conference on Decision and Control. (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] R.Abdursul and H.Inaba: "Nonlinear observers of perspective linear systems in machine vision"Abstracts of the 32^<rd> International ISCIE Symposium on Stochastic Systems Theory and its Applications. 16-17 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] H.Inaba,R.Abdursul and B.Ghosh: "A note on observability of perspective dynamical systems"Proc.of the 23^<rd> SICE Symposium on Dynamical Systems Theroy. 171-174 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] R.Abdursul,H.Inaba and B.Ghosh: "A note on nonlinear observers of perspective linear systems"Proc.of the 23^<rd> SICE Symposium on Dynamical Systems Theory. 175-178 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] B. K. Ghosh, H. Inaba and S. Takahashi: "Identification of Riccati dynamics under perspective and orthographic observations"IEEE Transactions on Automatic Control. (印刷中).

    • Related Report
      1999 Annual Research Report
  • [Publications] S. Takahashi, Bijoy K. Ghosh and H. Inaba: "Kronecker canonical forms for perspective systems with applications to parameter identification"Proceedings of American Control Conference. (印刷中).

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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