MRI Denoising using Waveatom Shrinkage

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Dr. Geetika Dua
Dr. Geetika Dua
σ
Varun Raj
Varun Raj
α Guru Gobind Singh Indraprastha University Guru Gobind Singh Indraprastha University

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MRI Denoising  using Waveatom Shrinkage

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References

15 Cites in Article
  1. J Weaver,Yansun Xu,D Healy,L Cromwell (1991). Filtering noise from images with wavelet transforms.
  2. R Nowak (1999). Wavelet-based Rician noise removal for magnetic resonance imaging.
  3. A Wink,J Roerdink (2004). Denoising Functional MR Images: A Comparison of Wavelet Denoising and Gaussian Smoothing.
  4. Aleksandra Pizurica,Alle Wink,Ewout Vansteenkiste,Wilfried Philips,B Roerdink (2006). A Review of Wavelet Denoising in MRI and Ultrasound Brain Imaging.
  5. D Tisdall,M Atkins (2005). MRI denoising via phase error estimation.
  6. Gerlind Plonka,Jianwei Ma (2008). Nonlinear Regularised Reaction-Diffusion Filter for Denoising images with Textures.
  7. J Rajeesh,R Moni,S Palani Kumar,T Gopalakrishnan (2010). Rician noise removal on MRI using wave atom transform with histogram based noise variance estimation.
  8. Jan Sijbers,Dirk Poot,Arnold Dekker,Wouter Pintjens (2007). Automatic estimation of the noise variance from the histogram of a magnetic resonance image.
  9. G-H Cottet,L Germain (1993). Image processing through reaction combined with nonlinear diffusion.
  10. E Candes,D Donoho (2000). Curvelets -a surprisingly effective non adaptive representation for objects with edges.
  11. Ajoy Tinku Acharya,Ray (2005). IMAGE PROCESSING-Principles and Applications.
  12. J-P Antoine,R Murenzi (1996). Two-dimensional directional wavelets and the scale-angle representation.
  13. Laurent Demanet,Lexing Ying (2007). Wave atoms and sparsity of oscillatory patterns.
  14. J Rajeesh,R Moni,S Palani Kumar,T Gopalakrishnan (2010). Rician noise removal on MRI using wave atom transform with histogram based noise variance estimation.
  15. M Lendl,K Rank,Unbehauen (1999). Estimation of noise image variance.

Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Dr. Geetika Dua. 2012. \u201cMRI Denoising using Waveatom Shrinkage\u201d. Global Journal of Research in Engineering - F: Electrical & Electronic GJRE-F Volume 12 (GJRE Volume 12 Issue F4): .

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Journal Specifications

Crossref Journal DOI 10.17406/gjre

Print ISSN 0975-5861

e-ISSN 2249-4596

Version of record

v1.2

Issue date

April 3, 2012

Language
en
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MRI Denoising using Waveatom Shrinkage

Dr. Geetika Dua
Dr. Geetika Dua Guru Gobind Singh Indraprastha University
Varun Raj
Varun Raj

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