A Real-Time Image Stabilization System Based on Fourier-Mellin Transform

  • J. R. Martinez-de Dios
  • A. Ollero
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3211)


The paper presents a robust real-time image stabilization system based on the Fourier-Mellin transform. The system is capable of performing image capture-stabilization-display at a rate of standard video on a general Pentium III at 800 MHz without any specialized hardware and the use of any particular software platforms. This paper describes the theoretical basis of the image matching used and the practical aspects considered to increase its robustness and accuracy as well as the optimizations carried out for its real-time implementation. The system has been submitted to extensive practical experimentation in several applications showing high robustness.


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  1. 1.
    Abu-Mostafa, Y.S., Psaltis, D.: Recognition aspects of moment invariants. IEEE Trans. Pattern Anal. Mach. Intel. 16(12), 1156–1168 (1984)Google Scholar
  2. 2.
    Barnea, D.I., Silverman, H.F.: A class of algorithms for fast image registration. IEEE Trans. Computers C-21, 179–186 (1972)CrossRefGoogle Scholar
  3. 3.
    Chen, Q., Defrise, M., Deconinck, F.: Symmetric Phase-Only Matched Filtering of Fourier-Mellin Transform for Image Registration and Recognition. IEEE Trans. P.A.M.I. 16(12), 1156–1167 (1994)Google Scholar
  4. 4.
    Cooley, J.W., Tukey, J.W.: An algorithm for the machine calculation of complex Fourier series. Math. Comput. 19, 297–301 (1965)zbMATHMathSciNetCrossRefGoogle Scholar
  5. 5.
    Faugeras, O., Luong, Q., Papadopoulo, T.: The Geometry of Multiple Images. MIT Press, Cambridge (2001) ISBN 0-262-06220-8zbMATHGoogle Scholar
  6. 6.
    Horner, J.L., Gianino, P.D.: Phase-only matched filtering. Applied Optics 23(6), 812–816 (1984)CrossRefGoogle Scholar
  7. 7.
    Oppenheim, A.V., Lim, J.S.: The importance of phase in signals. IEEE Proc. 69(5), 529–541 (1981)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2004

Authors and Affiliations

  • J. R. Martinez-de Dios
    • 1
  • A. Ollero
    • 1
  1. 1.Grupo de Robótica, Visión y Control., Departamento de Ingenieria de Sistemas y Automatica., Escuela Superior de IngenierosUniversidad de SevillaSevillaSpain

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