DocumentCode
348591
Title
Hardware implementation of the median-rational hybrid filters
Author
Bernacchia, G. ; Khriji, L. ; Gabbouj, M. ; Sicuranza, G.
Author_Institution
DEEI, Trieste Univ., Italy
Volume
1
fYear
1999
fDate
1999
Firstpage
229
Abstract
Median-Rational Hybrid Filter (MRHF) was introduced recently as a new class of nonlinear filters and applied to image filtering problems. It has been shown that the MRHF have the inherent property that on smooth areas they provide good noise attenuation whereas on changing areas the noise attenuation is traded for a good response to the change. Moreover, they act in small window and few number of operations, resulting in simple and fast filter structures. We present in this paper a hardware implementation of the MRHF which exploits in an effective way the features and the robustness of both median filters and rational filters. This architecture is suitable for the use in real time due to its reduced hardware complexity in applications where size and cost are of critical significance
Keywords
field programmable gate arrays; filtering theory; image restoration; interference suppression; median filters; nonlinear filters; rational functions; real-time systems; 40 MHz; FPGA; hardware complexity reduction; hardware implementation; image filtering problems; median-rational hybrid filters; noise attenuation; nonlinear filters; real time application; Attenuation; Costs; Filtering; Filters; Gaussian noise; Hardware; Image processing; Image restoration; Noise reduction; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics, Circuits and Systems, 1999. Proceedings of ICECS '99. The 6th IEEE International Conference on
Conference_Location
Pafos
Print_ISBN
0-7803-5682-9
Type
conf
DOI
10.1109/ICECS.1999.812265
Filename
812265
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