• DocumentCode
    468942
  • Title

    Moving object segmentation using phase information

  • Author

    Gao, Shi-Wei ; Guo, Lei ; Chen, Liang ; Yu, Yong

  • Author_Institution
    Northwestern Polytech. Univ., Xian
  • Volume
    1
  • fYear
    2007
  • fDate
    2-4 Nov. 2007
  • Firstpage
    397
  • Lastpage
    402
  • Abstract
    In order to get moving object in video frames, a segmentation method is proposed. The phase-based method is devised for detection of moving object boundary area in the video frame. This boundary detection scheme is based on the characteristics of a phase-matched difference image frame, and based on the assessment of the phase-matched difference between image frames. It is shown to be sensitive to even small disruptions to a consistent motion field using this segment scheme. Then, we use active contour model to find the final boundary based on the boundary area we found using phase information. The eventual results demonstrate the efficiency of the proposed moving object segmentation method.
  • Keywords
    image matching; image motion analysis; image segmentation; image sequences; object detection; video signal processing; boundary area detection scheme; moving object segmentation; phase-matched difference image frame; video sequence; Active contours; Frequency conversion; Image segmentation; Image storage; Information analysis; Motion estimation; Object detection; Object segmentation; Phase detection; Wavelet analysis; Moving object segmentation; active contour model; boundary detection; phase detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-1065-1
  • Electronic_ISBN
    978-1-4244-1066-8
  • Type

    conf

  • DOI
    10.1109/ICWAPR.2007.4420701
  • Filename
    4420701