DocumentCode
3496916
Title
Fast technique for mixed Gaussian and impulsive noise suppression in color images
Author
Smolka, Bogdan ; Malik, Krystyna
Author_Institution
Dept. of Autom. Control, Silesian Univ. of Technol., Gliwice, Poland
fYear
2013
fDate
9-12 Sept. 2013
Firstpage
1
Lastpage
5
Abstract
In this paper an efficient filtering technique intended for the reduction of mixed Gaussian and impulsive noise in digital color images is presented. The proposed method is utilizing the concept of trimmed cumulative distances assigned to pixels from the local filtering window, which serve as measures of a local image homogeneity. The filter output is defined as a weighted average of the pixels in the processing window and the weights are constructed using the measures of pixel corruption. The proposed design is very fast and outperforms the state-of-the-art denoising schemes in terms of image restoration quality measures.
Keywords
Gaussian noise; filtering theory; image colour analysis; image denoising; image restoration; impulse noise; quality control; digital color images; efficient filtering technique; image restoration quality; impulsive noise suppression; mixed Gaussian noise; state-of-the-art denoising schemes; Color; Gaussian noise; Image restoration; Noise reduction; PSNR; Vectors; image enhancement; impulsive noise removal;
fLanguage
English
Publisher
ieee
Conference_Titel
AFRICON, 2013
Conference_Location
Pointe-Aux-Piments
ISSN
2153-0025
Print_ISBN
978-1-4673-5940-5
Type
conf
DOI
10.1109/AFRCON.2013.6757815
Filename
6757815
Link To Document