• DocumentCode
    65587
  • Title

    Single Shot Dual-Frequency Structured Light Based Depth Sensing

  • Author

    Fu Li ; Shan Gao ; Guangming Shi ; Qin Li ; Lili Yang ; Ruodai Li ; Xuemei Xie

  • Author_Institution
    Key Lab. of Intell. Perception & Image Understanding of Educ., Xidian Univ., Xi´an, China
  • Volume
    9
  • Issue
    3
  • fYear
    2015
  • fDate
    Apr-15
  • Firstpage
    384
  • Lastpage
    395
  • Abstract
    Structured light techniques are widely used for depth sensing. In this paper, we propose a single shot dual-frequency structured light based method to achieve dense depth in dynamic scenes. The projected pattern is a mixture of two different periodical waves whose phases are related to the change of color and intensity respectively, which can avoid the requirement of Fourier spectra separation in other multi-frequency patterns. Gabor filter is adopted to interpolate the phases. The number theory is used to deal with the phase ambiguity in phase based method conveniently and speedily. A dense depth can be achieved because of the phase-based encoding mode. The proposed method is suitable for dense depth acquisition of the moving object. Experimental results show higher accuracy of the proposed method in depth acquisition compared with the Kinect and larger resolution compared with the ToF (Time of Flight) depth camera. Meanwhile, the proposed method can also acquire the depth of the color scenes and is robust to the surface texture of objects.
  • Keywords
    Fourier transform optics; Fourier transform spectra; Gabor filters; image coding; image resolution; image sensors; interpolation; optical sensors; spatial variables measurement; Fourier spectra separation; Gabor filter; Kinect; color scenes; dense depth acquisition; depth sensing; image resolution; intensity; multifrequency patterns; periodical waves; phase ambiguity; phase-based encoding mode; single shot dual-frequency structured light; surface texture; time of flight depth camera; Algorithm design and analysis; Cameras; Gabor filters; Image color analysis; Integrated circuits; Sensors; Signal processing algorithms; Depth acquisition; dual- frequency; structured light;
  • fLanguage
    English
  • Journal_Title
    Selected Topics in Signal Processing, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    1932-4553
  • Type

    jour

  • DOI
    10.1109/JSTSP.2015.2403794
  • Filename
    7042231