UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Volume 11 | Issue 10 | October 2024

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Published in:

Volume 11 Issue 9
September-2024
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2409393


Registration ID:
548369

Page Number

d808-d821

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Title

Implementation of a Double Median Filter in VlSI for Noise Reduction in Brain MRI Images

Abstract

The implementation of a median filter in Very Large Scale Integration (VLSI) for reducing noise in brain MRI images provides a strong method to improve the clarity and accuracy of medical imaging. Brain MRI images often have salt and pepper noise, which can hide important details needed for proper analysis. In this project, the noisy MRI images are first turned into binary text format and stored in RAM. This pre-processing makes it easier to handle and process the data within the VLSI system. The median filter module works by using a buffer to hold the incoming data and then sorting this data to find the median value, which helps remove the noise. By applying a double median filtering process to the stored data, noise is greatly reduced while keeping important image details. A line buffer is used to store temporary values, making the filtering process efficient and fast enough for real-time use. This method not only improves image quality but also uses the parallel processing power of VLSI to work quickly. A detailed test bench checks the RAM and median filter modules, showing the steps of reading binary data from an input file, filtering it, and writing the cleaned output to a new file. The resulting images have less noise and are clearer, making them better for medical analysis and interpretation. This project shows how VLSI technology can improve medical imaging techniques.

Key Words

VLSI, RAM , Median filter, MRI images

Cite This Article

"Implementation of a Double Median Filter in VlSI for Noise Reduction in Brain MRI Images", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 9, page no.d808-d821, September-2024, Available :http://www.jetir.org/papers/JETIR2409393.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Implementation of a Double Median Filter in VlSI for Noise Reduction in Brain MRI Images", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 9, page no. ppd808-d821, September-2024, Available at : http://www.jetir.org/papers/JETIR2409393.pdf

Publication Details

Published Paper ID: JETIR2409393
Registration ID: 548369
Published In: Volume 11 | Issue 9 | Year September-2024
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.41635
Page No: d808-d821
Country: kanyakumari, Tamil Nadu, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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