• DocumentCode
    925639
  • Title

    Methods for measuring small displacements of television images

  • Author

    Cafforio, Ciro ; Rocca, Fabio

  • Volume
    22
  • Issue
    5
  • fYear
    1976
  • fDate
    9/1/1976 12:00:00 AM
  • Firstpage
    573
  • Lastpage
    579
  • Abstract
    Various techniques are described to measure, small displacements of television images. If two successive video frames are considered, their differences are approximately a linear combination of the components of the displacement of the object. If all the points of the frame undergo the same movement, then the velocity estimation problem is solved using linear estimation. However, if some points belong to the moving object and the others to the background, the problem can be stated in the same way only if an algorithm is available to segment the image into fixed and moving areas. Afterwards, linear estimation can be applied to the moving area only. In this paper a segmentation algorithm is proposed which uses dynamic programming (Viterbi algorithm with three states). A more complex situation arises when the points belonging to the moving area are subjected to different movements. The problem can be solved once more using dynamic programming if the displacement components are quantized into (2M + 1) (2M + 1) values, and the number of states of the Viterbi algorithm is augmented to (2M + 1)^{2} . To reduce the technical difficulties of this approach, a simpler method that makes possible the estimation of the n most probable displacements is proposed. Then the image is segmented into n moving areas with different displacements and a background area using a Viterbi algorithm with n + 1 states. Experimental results show that the precision obtainable is about 0.1 pel when the displacements are up to 2-3 pels, the object had approximate dimensions of 90 \\times 90 pels, and the signal-to-noise ratio was higher than 33 dB.
  • Keywords
    Displacement measurement; Image analysis; Velocity measurement; Viterbi estimation; Displacement measurement; Dynamic programming; Finite wordlength effects; Hilbert space; Image sampling; Image segmentation; Notice of Violation; Signal sampling; TV; Viterbi algorithm;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.1976.1055602
  • Filename
    1055602