Title :
A New Class of Decomposition Algorithm for the Reduction of Low Density Impulse Noise
Author :
Vasanth, K. ; Karthik, S.
Author_Institution :
Sathyabama Univ., Chennai, India
Abstract :
A novel algorithm is proposed for the restoration of images corrupted by low density impulse noise, also known as salt and pepper noise. The new algorithm significantly produces better image quality than standard median filter (SMF), adaptive median filters (AMF) and threshold decomposition filter (TDF). The proposed algorithm (PA) is tested on different images and is found to produce better results in terms of the qualitative and quantitative measures of the image for noise densities up to 30% noise level.
Keywords :
image denoising; image restoration; impulse noise; decomposition algorithm; image quality; image restoration; low density impulse noise reduction; pepper noise; salt noise; CMOS technology; Capacitance; Diodes; Electrostatic discharge; Isolation technology; Low voltage; MOS devices; Noise reduction; Protection; Robustness; Impulse noise; decision based filter; median filter; non-linear filter; threshold decomposition;
Conference_Titel :
Advances in Recent Technologies in Communication and Computing, 2009. ARTCom '09. International Conference on
Conference_Location :
Kottayam, Kerala
Print_ISBN :
978-1-4244-5104-3
Electronic_ISBN :
978-0-7695-3845-7
DOI :
10.1109/ARTCom.2009.168
