Filtering grayscale images using the Kalman filter
I Ionov, N Boldyrikhin, L Cherckesova… - E3S Web of …, 2022 - e3s-conferences.org
This article aims to explore the possibility of using the Kalman filter to filter images. The
relevance of the study lies in the fact that at present the tasks of image processing have …
relevance of the study lies in the fact that at present the tasks of image processing have …
Kalman filter employment in image processing
K Fronckova, A Slaby - Computational Science and Its Applications–ICCSA …, 2020 - Springer
The Kalman filter is a classical algorithm of estimation and control theory. Its use in image
processing is not very well known as it is not its typical application area. The paper deals …
processing is not very well known as it is not its typical application area. The paper deals …
Methods for Suppressing Discrete White Noise in Images
DI Ustyukov, AV Pronkin, ER Muratov… - 2020 9th …, 2020 - ieeexplore.ieee.org
Methods for suppressing discrete white noise in the composition of images are considered
in the article. For linear filters (operators), the residual noise level coefficient and noise …
in the article. For linear filters (operators), the residual noise level coefficient and noise …
Soft computing techniques for noise filtration in the image recognition processes
Y Pomanysochka, Y Kondratenko… - 2019 IEEE 2nd …, 2019 - ieeexplore.ieee.org
In this paper, methods for noise filtration in the image recognition processes are considered.
The following noise filtration methods were analyzed: arithmetic averaging filter, geometric …
The following noise filtration methods were analyzed: arithmetic averaging filter, geometric …
Image Filtering Algorithm Based On The Analysis Of The Main Components
Image Filtering Algorithm Based On The Analysis Of The Main Components Page 1
978Y1Y7281Y2564Y0/19/$31.00 ©2019 IEEE Image Filtering Algorithm Based On The Analysis …
978Y1Y7281Y2564Y0/19/$31.00 ©2019 IEEE Image Filtering Algorithm Based On The Analysis …
The application of a single algorithm for filtering different noise in the image
Digital images are prone to different types of noise that are the result of different sources.
Today there are different methods applied to remove noise from the image. This paper …
Today there are different methods applied to remove noise from the image. This paper …
Image filtering: potential efficiency and current problems
The paper contains comparisons of lower bound (potential) and achieved efficiency for
filtering grayscale and color images corrupted by AWGN. It is demonstrated that for complex …
filtering grayscale and color images corrupted by AWGN. It is demonstrated that for complex …
Filtration of images with constant brightness areas corrupted by additive noise
S Vyshnevyi - 2020 IEEE 40th International Conference on …, 2020 - ieeexplore.ieee.org
In this paper the algorithm of filtration of digital images that consisted of objects that
described as areas with constant grey levels and corrupted by additive noise with …
described as areas with constant grey levels and corrupted by additive noise with …
Analysis of different filters for noise reduction in images
B Dhruv, N Mittal, M Modi - 2017 Recent Developments in …, 2017 - ieeexplore.ieee.org
Reducing noise from images still prevails as a challenge in the field of image processing.
Image processing proves to be very successful in allowing an extensive range of algorithms …
Image processing proves to be very successful in allowing an extensive range of algorithms …
Comparative Analysis of Local Adaptive LMS Image Filtration
RP Mironov, IR Draganov - 2023 58th International Scientific …, 2023 - ieeexplore.ieee.org
In this paper the 2D part of the developed method for local adaptive 3D filtration of
multidimensional grayscale images is compared with some advanced methods for image …
multidimensional grayscale images is compared with some advanced methods for image …