Title :
Noise reduction for gray image using a Kalman filter
Author :
Nikaido, Marie ; Tamaru, Naoyuki
Author_Institution :
Otsuma Women´´s Univ., Tokyo, Japan
Abstract :
Aiming to improve gray image quality, especially in an OCR (optimal character reader) or a FAX, we have studied noise reduction methods using a hybrid Kalman filter that accompanies an auto-correlation method. Experimental results show that the proposed method gets higher quality than conventional noise reduction methods.
Keywords :
Kalman filters; correlation methods; image denoising; optical character recognition; Kalman filter; autocorrelation method; gray image; noise reduction; optical character reader;
Conference_Titel :
SICE 2003 Annual Conference
Conference_Location :
Fukui, Japan
Print_ISBN :
0-7803-8352-4