Title :
Two-dimensional rank-conditioned median filter
Author :
Alparone, Luciano ; Baronti, Stefano ; Carla, Roberto
Author_Institution :
Dipartimento di Ingegneria Elettronica, Florence Univ., Italy
fDate :
2/1/1995 12:00:00 AM
Abstract :
A version of 2-D median filter specialized to impulse noise removal introducing negligible distortion in noise-free pixels is proposed. Only pixels of prefixed ranks are replaced with the local median. When extreme ranks (min and max) are chosen, spikes are selectively suppressed, more efficiently than by median filter. Error probability for salt/pepper noise is theoretically derived. MAE and visual comparisons with median filter attest increased accuracy
Keywords :
error statistics; filtering theory; image processing; interference suppression; median filters; noise; probability; two-dimensional digital filters; 2D median filter; digital images; error probability; impulse noise removal; noise-free pixels; rank-conditioned median filter; salt/pepper noise; two-dimensional median filter; Circuit noise; Convergence; Digital filters; Digital images; Distortion; Error probability; Image converters; Noise level; Pixel; Signal processing;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on