• DocumentCode
    2124900
  • Title

    Efficient implementation of Filtering-Direction-Controlled Digital TV Filter for image denoising

  • Author

    Senzaki, Kenta ; Toda, Masato ; Tsukada, Masato

  • Author_Institution
    NEC Inf. & Media Process. Labs., Kanagawa, Japan
  • fYear
    2015
  • fDate
    9-12 Jan. 2015
  • Firstpage
    633
  • Lastpage
    634
  • Abstract
    We propose the efficient implementation of Filtering-Direction-Controlled Digital Total-Variation Filter (FDC-DTVF) for real-time image denoising. FDC-DTVF produces a clear image compared to the conventional pixel-based denoising methods, but has not yet to be considered regarding its efficient implementation. We conduct algorithm optimization by reusing a calculated criterion that is newly introduced in FDC-DTVF, since the criterion is almost invariant in each step of the iterative process. We also conducted a software implementation so we can more efficiently use the CPU resource. The simulation results showed that our implementation achieves the real-time processing for a VGA video, while maintaining the image denoising performance.
  • Keywords
    digital television; filtering theory; image denoising; iterative methods; optimisation; video surveillance; CPU resource; FDC-DTVF; VGA video; algorithm optimization; conventional pixel based denoising methods; filtering direction controlled digital TV filter; filtering direction controlled digital total variation filter; iterative process; real-time image denoising; software implementation; Digital TV; Digital filters; Filtering algorithms; Image denoising; Noise reduction; Real-time systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics (ICCE), 2015 IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    978-1-4799-7542-6
  • Type

    conf

  • DOI
    10.1109/ICCE.2015.7066558
  • Filename
    7066558