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Performance analysis of image compression techniques for MRI image using machine learning techniques.

Authors :
Kawadkar, Pankaj
Rathore, Deepak Kumar
Kushwaha, Devendra Singh
Rebecca, B.
Karunya, G. Priyanka Jeeva
Yohan, P. M.
Source :
AIP Conference Proceedings. 2024, Vol. 3214 Issue 1, p1-8. 8p.
Publication Year :
2024

Abstract

As we saw that the development of new technology and communication in digital media is increasing day by day, as the internet is showing tremendous growth for communication and in another sector also, here the information represented in the form of multimedia, image data is one of them. Communication for the image data is very vital nowadays because data in the form of an image is very important for the various section, and medical imaging or the healthcare sector is one of them. In medical imaging for communication, we used the data compression and decompression techniques for transmission of data. In this work, we present the comparative literature study with medical image compression and find the performance parameters value for different techniques i.e. wavelet transformation techniques and machine learning techniques. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
3214
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
180650697
Full Text :
https://doi.org/10.1063/5.0239127