• DocumentCode
    1580672
  • Title

    Noise-robust estimation of planar roto-translations with high precision

  • Author

    Lucchese, L. ; Cortelazzo, G.M.

  • Author_Institution
    Dept. of Electron. & Inf., Padova Univ., Italy
  • Volume
    1
  • fYear
    1997
  • Firstpage
    699
  • Abstract
    This article extends in three ways a frequency domain technique for estimating planar rotations introduced by Lucchese et al. (see Proc. of ISCAS´96, Atlanta, Georgia, vol.2, p.774-7, 1996). It refines the technique algorithmically, since it improves the precision by one or two orders of magnitude, depending upon the noise levels. It presents a stochastic version of that method and demonstrates analytically its robustness at very low signal-to-noise ratios (SNR). Finally, it extends the method of Lucchese et al. to the case of joint planar rotations and translations
  • Keywords
    frequency-domain analysis; image processing; iterative methods; noise; parameter estimation; probability; stochastic processes; frequency domain technique; high precision; iterative method; noise levels; noise-robust estimation; noisy images; planar rotations; planar roto-translations; planar translations; probability; signal-to-noise ratios; stochastic method; Frequency domain analysis; Frequency estimation; Gaussian noise; Informatics; Noise figure; Noise level; Noise robustness; Phase estimation; Pixel; Stochastic resonance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1997. Proceedings., International Conference on
  • Conference_Location
    Santa Barbara, CA
  • Print_ISBN
    0-8186-8183-7
  • Type

    conf

  • DOI
    10.1109/ICIP.1997.648011
  • Filename
    648011