• DocumentCode
    3513466
  • Title

    Moving Object Tracking and 3D Measurement Using Two PTZ Cameras

  • Author

    Guang Zheng ; Oe, Shunichiro ; Zengguo Sun

  • Author_Institution
    Coll. of Comput. Sci. & Technol., HuaQiao Univ., Xiamen, China
  • fYear
    2013
  • fDate
    9-11 Sept. 2013
  • Firstpage
    702
  • Lastpage
    707
  • Abstract
    This paper proposes a new method to track and measure 3D information of moving object by using two PTZ(Pan-tilt Zoom) cameras. In our 3D measurement method, the optical axis of two PTZ cameras are not required to be parallel or a fixed angle, the 3D information can be measured even though the pan and tilt of two PTZ cameras are changed freely. The SIFT features are detected in the tracking result of two PTZ cameras, due to SIFT feature is invariant to rotation, translation and scale variation, the corresponding points in the left and right image can be determined well. Therefore, our method can track the moving object and the 3D information of the object can be calculated simultaneity. The results of experiment performed in this study show the effect of our approach.
  • Keywords
    cameras; feature extraction; image motion analysis; object detection; transforms; 3D information measurement; 3D information tracking; PTZ cameras; SIFT feature detection; moving object tracking; pan-tilt zoom cameras; rotation variation; scale variation; scale-invariant feature transforms; translation variation; Approximation algorithms; Cameras; Educational institutions; Feature extraction; Object tracking; Stereo vision; Three-dimensional displays; 3D Measurement; Object Tracking; Particle Filter; SIFT Features;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Networking and Collaborative Systems (INCoS), 2013 5th International Conference on
  • Conference_Location
    Xi´an
  • Type

    conf

  • DOI
    10.1109/INCoS.2013.135
  • Filename
    6630517