A Comparative Review for Color Image Denoising

View Sample PDF

Author(s): Ashpreet (National Institute of Technology, Kurukshetra, India)
Copyright: 2023
Pages: 39
Source title: Examining Multimedia Forensics and Content Integrity
Source Author(s)/Editor(s): Sumit Kumar Mahana (National Institute of Technology, Kurukshetra, India), Rajesh Kumar Aggarwal (National Institute of Technology, Kurukshetra, India)and Surjit Singh (Thapar Institute of Engineering and Technology, India)
DOI: 10.4018/978-1-6684-6864-7.ch004

Keywords: Forensics & Investigations / Information Science Reference / Multimedia Technology / Security & Forensics

Purchase

View A Comparative Review for Color Image Denoising on the publisher's website for pricing and purchasing information.

Abstract

With the explosion in the number of color digital images taken every day, the demand for more accurate and visually pleasing images is increasing. Images that have only one component in each pixel are called scalar images. Correspondingly, when each pixel consists of three separate components from three different signal channels, these are called color images. Image denoising, which aims to reconstruct a high-quality image from its degraded observation, is a classical yet still very active topic in the area of low-level computer vision. Impulse noise is one of the most severe noises which usually affect the images during signal acquisition stage or due to the bit error in the transmission. The use of color images is increasing in many color image processing applications. Restoration of images corrupted by noises is a very common problem in color image processing. Therefore, work is required to reduce noise without losing the color image features.

The IRMA Community

Research IRM

A Comparative Review for Color Image Denoising

Purchase

Abstract

Related Content

IRMA Sponsors