Title :
An image enhancement method for noisy image
Author :
Sun, Chuanwei ; Liu, Hong ; Liu, Jingao
Author_Institution :
Sch. of Inf. Sci. & Technol., East China Normal Univ., Shanghai, China
Abstract :
In this paper, image enhancement for noisy image has been studied. A simple approach to enhancement of noisy image data is presented. The proposed method is based on a two steps system that adopts pre-denosing step in order to prevent the noise increase during the sharpening of the image. The proposed method has better performance than available methods in the enhancement of noisy images. Simulation results show that this method can effectively improve the effect of sharpening the noisy image.
Keywords :
image denoising; image enhancement; image enhancement method; noisy image; sharpening; Frequency domain analysis; Gaussian noise; Image enhancement; Low pass filters; Noise measurement; Noise reduction;
Conference_Titel :
Audio Language and Image Processing (ICALIP), 2010 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-5856-1
DOI :
10.1109/ICALIP.2010.5684399