Title :
A new smoothing filter for directional detection and enhancement
Author :
Ning, Sun Xue ; Fan, Yan Ping ; Tong, Chang
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
Abstract :
A novel smoothing filter is proposed for directional filtering, based on the optimal linear estimate and the multispike model. Because of differential operators being sensitive to noise in images, it is preferable to use bandpass filters that are insensitive to noise and have a good precision of line localization. Experiments are described that demonstrate that the images filtered are less noisy and have better precision than those filtered by the directional filter. The experimental results are very satisfactory with many images
Keywords :
band-pass filters; filtering and prediction theory; picture processing; bandpass filters; directional detection; directional enhancement; directional filtering; images; line localization; multispike model; noise; optimal linear estimate; picture processing; smoothing filter; Automation; Band pass filters; Detectors; Filtering theory; Gaussian noise; Image processing; Low pass filters; Nonlinear filters; Smoothing methods; Sun;
Conference_Titel :
Pattern Recognition, 1988., 9th International Conference on
Conference_Location :
Rome
Print_ISBN :
0-8186-0878-1
DOI :
10.1109/ICPR.1988.28310