Title :
Multiscale median filter for image denoising
Author_Institution :
Sch. of Inf. Sci. & Eng., Shandong Univ., Jinan, China
Abstract :
Median filter is a well-known nonlinear filter. The key problem of the application of the median filter in image denoising is the selection of the filter window size. A larger filter window of the median filter will enhances its power in suppressing noise but in preserving edges. In this paper, a multiscale median filter is presented. The advantage of this filter is that though a large filter window is employed, it can still preserve edges efficiently.
Keywords :
image denoising; interference suppression; median filters; filter window; image denoising; multiscale median filter; noise suppression; nonlinear filter; Filtering algorithms; Filtering theory; Image edge detection; Information filters; Noise measurement; Pixel; Median filter; denoising; image; multiscale;
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
DOI :
10.1109/ICOSP.2010.5656129