Design of Exponentially Weighted Median Filter Cascaded With Adaptive Median Filter

Author:

Nalli Praveen Kumar,Kadali Kalyan Sagar,Bhukya Ramu,Palleswari Y.T.R.,Siva Asapu,Pragaspathy S

Abstract

Abstract The objective of this paper is to design an II phase algorithm employing median filters for enlightening the performance in removing impulse noise during the processing of the image. The cascaded filter section employs an Adaptive median filter in the first phase followed by a Recursive weighted median filter (RWM) in the second phase. The RWM filter weight is selected with the Median Controlled Algorithm. As a design parameter, the exponential weights of RWM filters are used in the feedback path. The projected algorithm can achieve suggestively improved quality of image when compared to fixed weight or the Center Weighted Median filters.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference10 articles.

1. Detection and Removal of Impulse Noise from Colour Image using Lagrange Interpolation and Centre Weighted Vector Median Filter;Khaidem;Journal of Advanced Research in Dynamical and Control Systems,2020

2. Adaptive Trimmed Median Filter for Impulse Noise Detection and Removal with an Application to Mammogram Images;Bania;International Journal of Image and Graphics,2020

3. Adaptive Sequentially Weighted Median Filter for Image Highly Corrupted by Impulse Noise;Chen;IEEE Access,2019

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