Consistent Stereo-Assisted Absolute Phase Unwrapping Methods for Structured Light Systems

被引:52
作者
Garcia, Ricardo R. [1 ]
Zakhor, Avideh [1 ]
机构
[1] Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
关键词
Depth reconstruction; dynamic scene capture; phase unwrapping; stereo; structured light (SL); RADAR INTERFEROMETRY; SPACETIME STEREO; ALGORITHM; ROBUST; RELIABILITY;
D O I
10.1109/JSTSP.2012.2195157
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Phase shifted sinusoidal patterns have proven to be effective in structured light systems, which typically consist of a camera and projector. They offer low decoding complexity, require as few as three projection frames per reconstruction, and are well suited for capturing dynamic scenes. In these systems, depth is reconstructed by determining the phase projected onto each pixel in the camera and establishing correspondences between camera and projector pixels. Typically, multiple periods are projected within the set of sinusoidal patterns, thus requiring phase unwrapping on the phase image before correspondences can be established. A second camera can be added to the structured light system to help with phase unwrapping. In this work, we present two consistent phase unwrapping methods for two-camera stereo structured light systems. The first method enforces viewpoint consistency by phase unwrapping in the projector domain. Loopy belief propagation is run over the graph of projector pixels to select pixel correspondences between the left and right camera that align in 3-D space and are spatially smooth in each 2-D image. The second method enforces temporal consistency by unwrapping across space and time. We combine a quality guided phase unwrapping approach with absolute phase estimates from the stereo cameras to solve for the absolute phase of connected regions. We present results for both methods to show their effectiveness on real world scenes.
引用
收藏
页码:411 / 424
页数:14
相关论文
共 51 条
  • [1] Fast three-dimensional phase-unwrapping algorithm based on sorting by reliability following a non-continuous path
    Abdul-Rahman, H
    Gdeisat, M
    Burton, D
    Lalor, M
    [J]. OPTICAL MEASUREMENT SYSTEMS FOR INDUSTRIAL INSPECTION IV, PTS 1 AND 2, 2005, 5856 : 32 - 40
  • [2] Robust three-dimensional best-path phase-unwrapping algorithm that avoids singularity loops
    Abdul-Rahman, Hussein
    Arevalillo-Herraez, Miguel
    Gdeisat, Munther
    Burton, David
    Lalor, Michael
    Lilley, Francis
    Moore, Christopher
    Sheltraw, Daniel
    Qudeisat, Mohammed
    [J]. APPLIED OPTICS, 2009, 48 (23) : 4582 - 4596
  • [3] Three-dimensional Fourier fringe analysis
    Abdul-Rahman, Hussein S.
    Gdeisat, Munther A.
    Burton, David R.
    Lalor, Michael J.
    Lilley, Francis
    Abid, Abdulbasit
    [J]. OPTICS AND LASERS IN ENGINEERING, 2008, 46 (06) : 446 - 455
  • [4] Fast and robust three-dimensional best path phase unwrapping algorithm
    Abdul-Rahman, Hussein S.
    Gdeisat, Munther A.
    Burton, David R.
    Lalor, Michael J.
    Lilley, Francis
    Moore, Christopher J.
    [J]. APPLIED OPTICS, 2007, 46 (26) : 6623 - 6635
  • [5] [Anonymous], 2008, P 2008 IEEE C COMPUT, DOI DOI 10.1109/CVPR.2008.4587702
  • [6] Clustering-based robust three-dimensional phase unwrapping algorithm
    Arevalillo-Herraez, Miguel
    Burton, David R.
    Lalor, Michael J.
    [J]. APPLIED OPTICS, 2010, 49 (10) : 1780 - 1788
  • [7] Hybrid robust and fast algorithm for three-dimensional phase unwrapping
    Arevalillo-Herraez, Miguel
    Gdeisat, Munther A.
    Burton, David R.
    [J]. APPLIED OPTICS, 2009, 48 (32) : 6313 - 6323
  • [8] Bergmann D., 1995, NEW APPROACH AUTOMAT, V2572, P2
  • [9] Review of 20 years of range sensor development
    Blais, F
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2004, 13 (01) : 231 - 243
  • [10] FOURIER FRINGE ANALYSIS - THE 2-DIMENSIONAL PHASE UNWRAPPING PROBLEM
    BONE, DJ
    [J]. APPLIED OPTICS, 1991, 30 (25): : 3627 - 3632