A Survey on Noise Reduction Techniques Utilizing Inter-Channel Correlation for Digital Images |
Author(s): |
| Athira N S , College of Engineering Kidangoor, Kottayam; Dr. Rini Jones S B, College of Engineering Kidangoor, Kottayam |
Keywords: |
| Noise Reduction, Inter-Channel Correlation |
Abstract |
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Images are often received in defective conditions due to imperfections of scanning and transmitting devices. It may create problems for the subsequent process to read and understand such images. It is necessary to detect and remove noises present in the images. Reserving the details of an image and removing the random noise as far as possible is the goal of image denoising approaches. A variety of techniques have been presented in the literature on denoising digital images and each technique has its own assumptions, merits and limitations. The purpose of this paper is to present a survey of the published literature in dealing with denoising methods for digital images utilizing inter-channel correlation. In this paper an overview of various methods is provided. The denoising method's advantages and limitations are also discussed. |
Other Details |
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Paper ID: IJSRDV5I110369 Published in: Volume : 5, Issue : 11 Publication Date: 01/02/2018 Page(s): 774-776 |
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