ISSN: 2349-5162 | Impact Factor: 5.87

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Published in:

Volume 4 Issue 4
April-2017
eISSN: 2349-5162

Unique Identifier

JETIR1704024

Page Number

98-102

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Title

Review on Denoising techniques for AWGN corrupted image

Abstract

. In this paper denoising techniques for AWGN corrupted image has been mainly focused. Visual information transfer in the form of digital images becomes a vast method of communication in the modern scenario, but the image obtained after transmission is many a times corrupted with noise. The received image requires some processing before it can be used. Image denoising includes the manipulation of the image data to produce a visually high quality image. In this paper a review of some existing denoising algorithms, such as filtering approach; wavelet based approach and their comparative study has been done. Different noise models including additive and multiplicative types are discussed. It includes Gaussian noise, salt and pepper noise, speckle noise and Brownian noise. Selection of the denoising algorithm is application dependent. Hence, it is necessary to have knowledge about the noise present in the image so that one can opt the appropriate denoising algorithm. The filtering approach seems to be a better choice when the image is corrupted with salt and pepper noise. The wavelet based approach finds applications in denoising images corrupted with Gaussian noise

Key Words

AWGN, Image Denoising, Noise, Filtering, DWT, threshold.

Cite This Article

"Review on Denoising techniques for AWGN corrupted image", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.4, Issue 4, page no.98-102, April-2017, Available :http://www.jetir.org/papers/JETIR1704024.pdf

Publication Details

Published Paper ID: JETIR1704024
Registration ID: 170092
Published In: Volume 4 | Issue 4 | Year April-2017
DOI (Digital Object Identifier):
Page No: 98-102
ISSN Number: 2349-5162

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