DocumentCode
3300441
Title
Multi-Resolution System for MRI (Magnetic Resonance Imaging) Image Compression: A Heterogeneous Wavelet Filters Bank Approach
Author
Gornale, S.S. ; Humbe, V.T. ; Jambhorkar, S.S. ; Yannawar, Pravin ; Manza, R.R. ; Kale, K.V.
Author_Institution
Dept. of Comput. Sci., Pune Univ., Pune
fYear
2007
fDate
14-17 Aug. 2007
Firstpage
495
Lastpage
500
Abstract
In telemedicine, the storage of image and forwarding of image requires high storage space and high bandwidth respectively. To save the storage space and to reduce the bandwidth for communication; the image is to be compressed. Recently the multi-resolution technique by wavelet transform has emerged as a cutting edge technology within the field of image analysis and compression. Relatively new class of wavelets called multiwavelet; are new addition to the body of wavelet theory. Realizable as matrix-valued filter banks leading to wavelet basis, were introduced and which are able to posses all desirable properties like orthogonality, symmetry, and short support etc. simultaneously, which are needed for better performance compression. In this paper we have proposed a heterogeneous wavelet filter approach for MRI image compression. The performance of the proposed method is compared and analyzed in detail and the promising results and findings are presented.
Keywords
biomedical MRI; data compression; image resolution; medical image processing; wavelet transforms; heterogeneous wavelet filters; image compression; magnetic resonance imaging; matrix-valued filter banks; multi-resolution system; telemedicine; wavelet transform; Bandwidth; Filter bank; Image coding; Image edge detection; Image storage; Magnetic resonance imaging; Space technology; Telemedicine; Wavelet analysis; Wavelet transforms; MRI Image compression; Multi- Resolution Techniques.; Number of Zeros (NZ); Retain Energy (RE); Wavelet Filters;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Graphics, Imaging and Visualisation, 2007. CGIV '07
Conference_Location
Bangkok
Print_ISBN
0-7695-2928-3
Type
conf
DOI
10.1109/CGIV.2007.60
Filename
4293719
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