Title :
A well suited two-dimensional linear recursive filter for image processing
Author :
Hwang, Tzeng-Tung
Author_Institution :
IBM Thomas J. Watson Research Center Yorktown Heights, New York
Abstract :
In this paper, a fixed order two-dimensional linear recursive filter is obtained by matching the unit sample response of a fixed-order two-dimensional linear recursive operator with the unit sample response of an ideal circularly symmetric low pass filter. Such an operator thereby obtained possesses the desired circularly symmetric low pass filtering characteristic and is also stable. However, a direct application of this filter to the image processing is generally not well-suited. For this reason, a more appropriate filter called the flipped-filter, which utilizes the circularly symmetric filter, is designed. In order to demonstrate the effectiveness of the flipped-filter in image processing, a set of noise contaminated images are processed by this filter and the processed images are displayed.
Keywords :
Additive noise; Filtering; Frequency; Image processing; Image restoration; Layout; Low pass filters; Matched filters; Nonlinear filters; X-ray imaging;
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '78.
DOI :
10.1109/ICASSP.1978.1170523