DocumentCode
1879372
Title
Innovative 3-D adaptive filtering for MRI analysis
Author
Shaikh, Javaria Manzoor ; Pergad, N.D.
fYear
2012
fDate
6-8 Dec. 2012
Firstpage
1
Lastpage
6
Abstract
Faces based orientation adaptive filtering, an principle methodology for adaptive filtering, constitutes a flexible framework for MRI image enhancement. The technique features post-filtering steerability and allows use interaction and direct control over the high frequency Contents of the image. A new class of filters for local image faces structure analysis together with filter networks significantly lowers the complexity to meet the requirements of computation time for clinical use, while maintaining accuracy. In this paper the technique is applied to various slices of MRI images i.e. 3-Dimentional magnetic resonance imaging with adaptive filtering using comparative wavelets.
Keywords
adaptive filters; biomedical MRI; filtering theory; image enhancement; medical image processing; wavelet transforms; 3-dimentional magnetic resonance imaging; MRI analysis; MRI image enhancement; MRI image slices; comparative wavelets; faces-based orientation adaptive filtering; filter networks; flexible framework; high frequency image contents; innovative 3D adaptive filtering; local image faces structure analysis; post-filtering steerability; principle methodology; 3-D Adaptive; Analysis; Comparative Wavelets; Slices of MRI;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering (NUiCONE), 2012 Nirma University International Conference on
Conference_Location
Ahmedabad
Print_ISBN
978-1-4673-1720-7
Type
conf
DOI
10.1109/NUICONE.2012.6493262
Filename
6493262
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