• DocumentCode
    3648299
  • Title

    Fast and adaptive bidimensional empirical mode decomposition for the real-time video fusion

  • Author

    Maciej Wielgus;Adrian Antoniewicz;Michał Bartyś;Barbara Putz

  • Author_Institution
    Institute of Micromechanics and Photonics, Warsaw University of Technology, Warsaw, Poland
  • fYear
    2012
  • Firstpage
    649
  • Lastpage
    654
  • Abstract
    The Bidimensional Empirical Mode Decomposition (BEMD) method proved to be capable of producing high quality results of infrared (IR) and visible (VIS) images fusion. However, large complexity of this algorithm does not contemporarily allow for real-time implementation, necessary in many typical applications of VIS-IR fusion, e.g., in environment monitoring. In contrast, the Fast and Adaptive Bidimensional Empirical Mode Decomposition (FABEMD), the variant of BEMD, in which signal envelope is extracted by means of statistical filters rather than 2D spline interpolation, has an ability to overcome this shortcoming. We evaluate FABEMD method outputs in the context of VIS-IR fusion and present developed real-time VIS-IR video fusion system based on one chip Field Programmable Gate Array.
  • Keywords
    "Field programmable gate arrays","Streaming media","Image fusion","Real time systems","Program processors","Random access memory","Interpolation"
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion (FUSION), 2012 15th International Conference on
  • Print_ISBN
    978-1-4673-0417-7
  • Type

    conf

  • Filename
    6289864