A comprehensive survey on impulse and Gaussian denoising filters for digital images

M Mafi, H Martin, M Cabrerizo, J Andrian, A Barreto… - Signal Processing, 2019 - Elsevier
This review article provides a comprehensive survey on state-of-the-art impulse and
Gaussian denoising filters applied to images and summarizes the progress that has been …

Different applied median filter in salt and pepper noise

U Erkan, L Gökrem, S Enginoğlu - Computers & Electrical Engineering, 2018 - Elsevier
In this paper, we proposed a new method, Different Applied Median Filter (DAMF), to remove
salt and pepper (SAP) noise at all densities. We then explained some basic notions of it …

Pixel density based trimmed median filter for removal of noise from surface image

BR Jana, H Thotakura, A Baliyan, M Sankararao… - Applied …, 2023 - Springer
Noise may occur in an image during the image acquisition process. In most of the cases,
during acquisition process in industrial automation, the SPN may affects surface image. For …

An iterative mean filter for image denoising

DNH Thanh, S Engínoğlu - IEEE Access, 2019 - ieeexplore.ieee.org
We propose an Iterative Mean Filter (IMF) to eliminate the salt-and-pepper noise. IMF uses
the mean of gray values of noise-free pixels in a fixed-size window. Unlike other nonlinear …

Weighted joint sparse representation for removing mixed noise in image

L Liu, L Chen, CLP Chen, YY Tang - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Joint sparse representation (JSR) has shown great potential in various image processing
and computer vision tasks. Nevertheless, the conventional JSR is fragile to outliers. In this …

Adaptive type-2 fuzzy approach for filtering salt and pepper noise in grayscale images

V Singh, R Dev, NK Dhar, P Agrawal… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
This paper proposes a novel adaptive Type-2 fuzzy filter for removing salt and pepper noise
from the images. The filter removes noise in two steps. In the first step, the pixels are …

A new method based on pixel density in salt and pepper noise removal

U Erkan, L Gökrem - Turkish Journal of Electrical Engineering …, 2018 - journals.tubitak.gov.tr
In this paper, we deliver a new method to remove salt and pepper noise, which we refer to
as based on pixel density filter (BPDF). The first step of the method is to determine whether …

Segmentation and classification of brain tumors using modified median noise filter and deep learning approaches

S Ramesh, S Sasikala, N Paramanandham - Multimedia Tools and …, 2021 - Springer
The most vital challenge for a radiologist is locating the brain tumors in the earlier stage. As
the brain tumor grows rapidly, doubling its actual size in about twenty-five days. If not dealt …

A decision based asymmetrically trimmed modified winsorized median filter for the removal of salt and pepper noise in images and videos

MS Christo, K Vasanth, R Varatharajan - Multimedia tools and applications, 2020 - Springer
A decision based asymmetrically trimmed Winsorized median for the removal of salt and
pepper noise in images and videos is proposed. The proposed filter initially classifies the …

An adaptive decision based kriging interpolation algorithm for the removal of high density salt and pepper noise in images

R Varatharajan, K Vasanth, M Gunasekaran… - Computers & Electrical …, 2018 - Elsevier
An adaptive decision based kriging interpolation technique for the removal of high density
salt and pepper noise in images is proposed. The algorithm isolates the non noisy pixels …