Title :
Impulsive noise removal using interpolation technique in color images
Author :
Wakabayashi, Yasuhide ; Taguchi, Akira
Author_Institution :
Dept. of Electr. & Electron. Eng., Musashi Inst. of Technol., Tokyo, Japan
Abstract :
An efficient technique for impulsive noise detection and removal for color images is presented in this paper. In order to preserve edge/detail of image, filtering is performed only corrupted pixels. Thus, all noisy pixels must be detected. The pixels detected as noisy are regarded as the missing value. Thus, the interpolation technique can be used for estimating of missing value. In color natural images, all color channels have very similar characteristics such as texture and edge location. In the demosaicking problem of the charge-coupled device (CCD) samples, interpolation of the missing color component is performed using the available two other components. We can use the demosaicking methodology to estimating the value of noisy pixels. This paper presents a novel method for restoring impulsive noisy color images, which is constructed by the noise detector and the interpolator based on the demosaicking methodology.
Keywords :
filtering theory; image colour analysis; image denoising; image restoration; image segmentation; interpolation; color channels; color image restoration; demosaicking problem; edge location; filtering; impulsive noise detection; impulsive noise removal; interpolation technique; noisy pixels; Charge coupled devices; Color; Colored noise; Detectors; Filtering; Filters; Image edge detection; Image restoration; Interpolation; Pixel; color images; dmos aicking; impulsive noise;
Conference_Titel :
Intelligent Signal Processing and Communication Systems, 2005. ISPACS 2005. Proceedings of 2005 International Symposium on
Print_ISBN :
0-7803-9266-3
DOI :
10.1109/ISPACS.2005.1595367