• DocumentCode
    263775
  • Title

    Probabilistic Phase Unwrapping for Single-Frequency Time-of-Flight Range Cameras

  • Author

    Crabb, Ryan ; Manduchi, Roberto

  • Author_Institution
    Dept. of Comput. Eng., Univ. of California, Santa Cruz, Santa Cruz, CA, USA
  • Volume
    1
  • fYear
    2014
  • fDate
    8-11 Dec. 2014
  • Firstpage
    577
  • Lastpage
    584
  • Abstract
    This paper proposes a solution to the 2-D phase unwrapping problem, inherent to time-of-flight range sensing technology due to the cyclic nature of phase. Our method uses a single frequency capture period to improve frame rate and decrease the presence of motion artifacts encountered in multiple frequency solutions. We present a probabilistic framework that considers intensity image in addition to the phase image. The phase unwrapping problem is cast in terms of global optimization of a carefully chosen objective function. Comparative experimental results confirm the effectiveness of the proposed approach.
  • Keywords
    cameras; image sensors; optimisation; phase measurement; probability; 2D phase unwrapping problem; motion artifact presence; optimization; probabilistic phase unwrapping problem; single frequency capture period; single-frequency time-of-flight range camera; time-of-flight range sensing technology; Brightness; Cameras; Frequency modulation; Lighting; Optimization; Phase measurement; Random variables; Markov Random Field; Phase Unwrapping; Range Camera; Time-of-Flight;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    3D Vision (3DV), 2014 2nd International Conference on
  • Conference_Location
    Tokyo
  • Type

    conf

  • DOI
    10.1109/3DV.2014.89
  • Filename
    7035872