Title :
A 3-D nonlinear recursive digital filter for video image processing
Author :
Bauer, P.H. ; Qian, W.
Author_Institution :
Dept. of Electr. Eng., Notre Dame Univ., IN, USA
Abstract :
The authors introduce a recursive 3-D nonlinear digital filter that is capable of performing noise suppression without degrading important image information such as edges in space or time. It also has the property of unnoticeable bandwidth reduction immediately after a scene change, which makes the filter an attractive preprocessor to many interframe compression algorithms. The filter consists of a nonlinear 2-D spatial subfilter and a 1-D temporal filter. In order to achieve the required computational speed and increase the flexibility of the filter, all of the linear shift-invariant filter modules are of the infinite impulse response (IIR) type
Keywords :
multidimensional digital filters; nonlinear network synthesis; picture processing; video signals; 1-D temporal filter; IIR filters; bandwidth reduction; computational speed; image information; infinite impulse response; interframe compression algorithms; linear shift-invariant filter modules; noise suppression; nonlinear 2-D spatial subfilter; preprocessor; recursive 3-D nonlinear digital filter; video image processing; Digital filters; Finite impulse response filter; IIR filters; Image processing; Matched filters; Noise shaping; Nonlinear filters; Passband; Transfer functions; Video sequences;
Conference_Titel :
Communications, Computers and Signal Processing, 1991., IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-87942-638-1
DOI :
10.1109/PACRIM.1991.160784