UGC Approved Journal no 63975(19)

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Published in:

Volume 6 Issue 4
April-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1904R76


Registration ID:
300334

Page Number

1196-1203

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Title

Computational Efficient Technique for Denoising of Salt and Pepper Noise

Abstract

many times Images are contaminated by noise during image acquisition and transmission and we get the low-quality images as resultant image. Thus, removing of noise before using the images for subsequent analysis tasks is essential process. In this paper, different image denoising algorithms are discussed for salt & pepper noise. Salt & pepper noise is known as impulse noise which is scattered throughout the image. This noise can be caused by sharp and abrupt disturbances in the image signal. It presents itself as sparsely occurring white and black pixels. Image denoising algorithms are applied to the captured image data and detach the noise, thus preserve the integrity of fine image structure. In this paper, various denoising algorithms are discussed and compared and we found that the improved median filter is effective noise reduction method and it gives better image visual quality for any images affected by salt and pepper noise. In short, filter approach uses a noisy portion as the basic unit, a modified median method to optimize the repair dataset as well as obtain a better denoising effect, and provides a guideline for future denoising and repair methods.

Key Words

Salt & pepper, Median filter, PSNR, MSE, denoising, impulse noise, mean, median, image processing

Cite This Article

"Computational Efficient Technique for Denoising of Salt and Pepper Noise", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 4, page no.1196-1203, April 2019, Available :http://www.jetir.org/papers/JETIR1904R76.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Computational Efficient Technique for Denoising of Salt and Pepper Noise", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 4, page no. pp1196-1203, April 2019, Available at : http://www.jetir.org/papers/JETIR1904R76.pdf

Publication Details

Published Paper ID: JETIR1904R76
Registration ID: 300334
Published In: Volume 6 | Issue 4 | Year April-2019
DOI (Digital Object Identifier):
Page No: 1196-1203
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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