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2023 | OriginalPaper | Chapter

A Review on Image Denoising Algorithms for Various Applications

Authors : Gali Rama Lakshmi, G. Divya, D. Bhavya, Ch. Sai Jahnavi, B. Akila

Published in: Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems

Publisher: Springer Nature Singapore

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Abstract

Image is well-known word in various fields like medical, engineering, and arts. A literature review is conducted on image qualities, and the need to improve the quality of image for various applications are identified. Numerous noises are added to an image both internally and externally in different stages which results in the poor quality of image. At few points, the noise in the image leads to loss of critical information and creates a lot of damage in that area. Purpose of this review is to gain knowledge about the image denoising and give details about denoising filter algorithms used for noise removal from images. Various techniques exist to overcome noise in any image. Multiple filters and combinations of filters have been designed to remove noise, and those are summarised in this paper for better understanding.

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Title: A Review on Image Denoising Algorithms for Various Applications
Authors: Gali Rama Lakshmi
G. Divya
D. Bhavya
Ch. Sai Jahnavi
B. Akila
Publisher: Springer Nature Singapore
Book: Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems
Print ISBN: 978-981-19-7752-7

Electronic ISBN: 978-981-19-7753-4

Copyright Year: 2023
DOI: https://doi.org/10.1007/978-981-19-7753-4_64

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