• DocumentCode
    3060851
  • Title

    GPU Accelerated Wavelet Transform Profilometry

  • Author

    Zhou, Bo ; Zhao, Xiaomin ; Liu, Chunyuan

  • Author_Institution
    Coll. of Comput., Heilongjiang Univ. of Sci. & Technol., Haerbin, China
  • fYear
    2012
  • fDate
    23-26 June 2012
  • Firstpage
    72
  • Lastpage
    76
  • Abstract
    Huge workload and time-consuming of the phase computation based on the Wavelet Transform Profilometry (WTP) so that not meet real-time three-dimensional (3D) measurement needs. Fortunately the pixels which in situ need to be processed and the already processed pixels are independent, so the phase of each pixel can be calculated separately. It is possible to make the phase computation implement on Graphics Processing Unit (GPU) with the multi-threading parallel processing, and to solve the problem of the low efficiency on CPU. Experiments show that it obtains the speedup of one to two orders of magnitude to CPU by GPU acceleration with the same accuracy, which lays the solid foundation for WTP applying to the real-time 3D measurement.
  • Keywords
    graphics processing units; multi-threading; parallel processing; wavelet transforms; GPU; WTP; graphics processing unit; multi-threading parallel processing; phase computation; real-time three-dimensional measurement; wavelet transform profilometry; Acceleration; Continuous wavelet transforms; Graphics processing unit; Instruction sets; Real time systems; Compute Unified Device Architecture(CUDA); GPU acceleration; Wavelet Transform Profilometry; computing the phase in parallel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Sciences and Optimization (CSO), 2012 Fifth International Joint Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4673-1365-0
  • Type

    conf

  • DOI
    10.1109/CSO.2012.24
  • Filename
    6274681