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Research on Active Stereo Vision System

Research Project

Project/Area Number 04650378
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field 計測・制御工学
Research InstitutionOsaka University

Principal Investigator

MIYAZAKI Fumio  Osaka Univ., Fac. of Eng. Science, Professor, 基礎工学部, 教授 (20133142)

Co-Investigator(Kenkyū-buntansha) MASUTANI Yasuhiro  Osaka Univ., Fac. of Eng. Science, Res. Associate, 基礎工学部, 助手 (80219328)
MARU Noriaki  Osaka Univ., Fac. of Eng. Science, Res. Associate, 基礎工学部, 助手 (60239150)
Project Period (FY) 1992 – 1993
Project Status Completed (Fiscal Year 1993)
Budget Amount *help
¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 1993: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1992: ¥1,500,000 (Direct Cost: ¥1,500,000)
KeywordsBinocular Stereo / Active Motion / Binocular Disparity / Motion Parallax / Occlusion / Occuding Contour
Research Abstract

This reseatch investigated the active stereo vision system to acquire the reliable 3D information of the environment efficiently. We debeloped the hardware and software of the Bision Robot which can control the movement of the stereo camera. We proposed an active method which can detect both raliable binocular disparities and occlusion efficiently, because the method solves the correspondence problem with out using the heuristic constraints. Furthermore, we extended the method so as to deal with the more complicated scene shich contains the curved objects. In general, the projected image of the bundary of the curved object is called Occluding Contour shich does not exist in physical. The conventional stereo method can not deal with the scene containing the curved objects, because the matching of these occluding contour produce the error in 3D information. We proposed a reliable method to hetect occluding contours and occlusion by active binocular stereo with an occluding contour model that describes the relation between the cotour of curved object and its projected image. Applying the image flow generated by moving one camera to the model, we can restrict possible matched points seen by the other camera. We detect occluding contours by fitting these matched points to the model. This method can find occluding contours and occlusion more reliably than conventional ones because stereo matching is performed by using the geometric constraint based on the occluding contour model instead of heuristic constraints.

Report

(3 results)
  • 1993 Annual Research Report   Final Research Report Summary
  • 1992 Annual Research Report
  • Research Products

    (14 results)

All Other

All Publications (14 results)

  • [Publications] 丸 典明: "アクティブなカメラ運動による両眼視差の検出" 日本ロボット学会誌. Vol.11 No.2. 272-280 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] N.MARU: "Active Binocular Stereo" Proc.of IEEE Int'l Conf.on Computer Vision and Pattern Recognition. 724-725 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] 西川 敦: "アクティブなステレオビジョンによる曲面の隠れ輪郭の検出" 電子情報通信学会論文誌D-II. Vol.J76-D-II No.8. 1654-1666 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] A.NISHIKAWA: "Detection of Occliding Contours and Occlusion by Active Binocular Stereo" Preprints of 3rd Int'l Symposium on Experimental Robotics. 174-179 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] N.Maru, A.Nishikawa, F.Miyazaki and S.Arimoto: ""Detection of binocular Disparities by Active Binocular Stereo"" Journal of the Robotics Society of Japan. Vol.11, No.2. 272-280 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] A.Nishikawa, N.Maru, and F.Miyazaki: ""Detection of Occluding Contours by Using Actie Stereo Vision"" Journal of the Institute of Electronics, Information and Communication Engineers. Vol.J76-D-II, No.8. 1654-1666 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] N.Maru, A.Nishikawa, F.Miyazaki and S.Arimoto: ""Active binocular Stereo"" Proc. of IEEE Int'l Conf. on Computer Vision and Pattern Recognition. 724-725 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] A.Nishikawa, N.Maru, and F.Miyazaki: ""Detection of Occluding Contours and Occlusion by Active Binocular Stereo"" Preprints of Third Int'l Symposium on Experimental Robotics. 174-179 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] 丸 典明: "アクティブなカメラ運動による両眼視差の検出" 日本ロボット学会誌. Vol.11,No.2. 272-280 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] N.MARU: "Active Binocular Stereo" Proc.of IEEE Int'l Conf.on Computer Vision and Rittern Recognition. 724-725 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 西川 敦: "アクティブなステレオビジョンによる曲面の隠れ輪郭の検出" 電子情報通信学会論文誌D-II. Vol.576-D-II No.8. 1654-1666 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] A.NISHIKAWA: "Detection of Occluding Contours and Occlusion by Active Binocular Stereo" Proprints of 3rd Int'l Symp.on Experimental Robotics. 174-179 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 丸 典明: "アクティブなカメラ運動による両眼視差の検出" 日本ロボット学会誌. (1993)

    • Related Report
      1992 Annual Research Report
  • [Publications] N.MARU: "Active Binocular Stereo" Proc.of IEEE Int´l Conf.on Computer Vision and Pattern Recognition. (1993)

    • Related Report
      1992 Annual Research Report

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Published: 1992-04-01   Modified: 2016-04-21  

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