Title :
A New Efficient Approach for Removal of Impulse Noise for Color Images
Author :
Wakabayashi, Yasuhide ; Taguchi, Akira
Author_Institution :
Dept. of Electr. & Electron. Eng., Musashi Inst. of Technol., Tokyo
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 should 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 segmentation; impulse noise; interpolation; charge-coupled device samples; color channels; corrupted pixels; demosaicking problem; edge location; filtering; impulse noise removal; impulsive noise detection; impulsive noisy color images; interpolation technique; noise detector; noisy pixels; Charge coupled devices; Color; Colored noise; Detectors; Filtering; Filters; Image edge detection; Image restoration; Interpolation; Pixel; Impulse noise; color images; demosaicking;
Conference_Titel :
Circuits and Systems, 2006. APCCAS 2006. IEEE Asia Pacific Conference on
Conference_Location :
Singapore
Print_ISBN :
1-4244-0387-1
DOI :
10.1109/APCCAS.2006.342302