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Optimized Algorithms and Hardware Implementation of Median Filter for Image Processing

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Main Authors: H. H., Draz, N. E., Elashker, Mervat M. A., Mahmoud
Format: Book
Language:English
Published: Springer 2023
Subjects:
FPGA-based embedded systems
Median Of Median (MOM) algorithm
Online Access:https://link.springer.com/article/10.1007/s00034-023-02370-x
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8026
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spelling oai:localhost:PNK-80262023-04-18T03:10:44Z Optimized Algorithms and Hardware Implementation of Median Filter for Image Processing H. H., Draz N. E., Elashker Mervat M. A., Mahmoud FPGA-based embedded systems Median Of Median (MOM) algorithm CC BY Image processing algorithms are essential for clarifying the image and improving the ability to recognize distinct characteristics of the image. The field of digital image processing is widespread in several research and technology applications. In many of these applications, the existence of impulsive noise in the obtained images is one of the most frequent problems. The median filter is a strong method to remove the impulsive noise; it effectively eliminates salt and pepper noise from the image. The main target of this paper is to investigate efficient median filter units to be connected to a general-purpose processor (GPP) for FPGA-based embedded systems. The paper exposes three novel techniques, two of them specially for median filtering techniques and the third one is used to get the maximum number of any 9 elements array. The proposed algorithms are inspired by the Median Of Median (MOM) algorithm. 2023-04-18T03:10:44Z 2023-04-18T03:10:44Z 2023 Book https://link.springer.com/article/10.1007/s00034-023-02370-x https://dlib.phenikaa-uni.edu.vn/handle/PNK/8026 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic FPGA-based embedded systems
Median Of Median (MOM) algorithm
spellingShingle FPGA-based embedded systems
Median Of Median (MOM) algorithm
H. H., Draz
N. E., Elashker
Mervat M. A., Mahmoud
Optimized Algorithms and Hardware Implementation of Median Filter for Image Processing
description CC BY
format Book
author H. H., Draz
N. E., Elashker
Mervat M. A., Mahmoud
author_facet H. H., Draz
N. E., Elashker
Mervat M. A., Mahmoud
author_sort H. H., Draz
title Optimized Algorithms and Hardware Implementation of Median Filter for Image Processing
title_short Optimized Algorithms and Hardware Implementation of Median Filter for Image Processing
title_full Optimized Algorithms and Hardware Implementation of Median Filter for Image Processing
title_fullStr Optimized Algorithms and Hardware Implementation of Median Filter for Image Processing
title_full_unstemmed Optimized Algorithms and Hardware Implementation of Median Filter for Image Processing
title_sort optimized algorithms and hardware implementation of median filter for image processing
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s00034-023-02370-x
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8026
_version_ 1763543256494243840
score 8.887836

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