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
Link To Document