DocumentCode
3514860
Title
Programmable hardware implementation for the median-rational hybrid filters
Author
Bernacchia, G. ; Khriji, L. ; Gabbouj, M. ; Sicuranza, Giovanni L.
Author_Institution
Dipartimento di Elettrotecnica Elettronica ed Inf., Trieste Univ., Italy
Volume
4
fYear
1999
fDate
1999
Firstpage
182
Abstract
Thee Median-Rational Hybrid Filter (MRHF) has been recently introduced as a new class of nonlinear filters and successfully applied to image filtering problems. The main characteristics of the MRHF are the good noise attenuation property in smooth areas and the preservation of edges end details. In fact, in changing areas the noise attenuation is traded for a good response to the change. Moreover, the median filters effectively remove the impulsive noise while the rational filter performs well in relatively high SNR Gaussian contaminated environments. Another relevant characteristic is that MRHF´s usually act on small windows and thus require a reduced number of operations, resulting in simple and fast filtering structures. In this paper we present a programmable hardware implementation for the MRHF´s. Exploiting the features of the dynamic logic families it is possible to achieve high speed and compactness, while keeping the power dissipation very low
Keywords
digital signal processing chips; image restoration; median filters; dynamic logic families; high SNR Gaussian contaminated environments; image filtering problems; impulsive noise; median-rational hybrid filters; noise attenuation; nonlinear filters; programmable hardware implementation; rational filter; Attenuation; Filtering; Gaussian noise; Hardware; Logic; Noise reduction; Nonlinear filters; Polynomials; Signal to noise ratio; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location
Kobe
Print_ISBN
0-7803-5467-2
Type
conf
DOI
10.1109/ICIP.1999.819574
Filename
819574
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