Feature extraction of brain MRI by stationary wavelet transform

2010 International Conference on Biomedical Engineering and Computer Science, ICBECS 2010

Volumn , Issue , 2010, Pages

  Zhang, Yudong ^a,b   Dong, Zhengchao ^b,c   Wu, Lenan ^a   Wang, Shuihua ^a   Zhou, Zhenyu ^b  

^a SOUTHEAST UNIVERSITY   (China)

^b Columbia University ^*  (United States)

^c NEW YORK STATE PSYCHIATRIC INSTITUTE   (United States)

Author keywords

Discrete wavelet transform; Feature extraction; Magnetic resonance imaging; Stationary wavelet transform; Translation invariance

Indexed keywords

BRAIN MRI; STATIONARY WAVELET TRANSFORMS; TRANSLATION INVARIANCE; TRANSLATION INVARIANT PROPERTIES; WAVELET COEFFICIENTS;

BIOMEDICAL ENGINEERING; COMPUTER SCIENCE; DISCRETE WAVELET TRANSFORMS; IMAGE PROCESSING; MAGNETIC MATERIALS; MAGNETIC RESONANCE; MAGNETIC RESONANCE IMAGING;

FEATURE EXTRACTION;

EID: 77953313812     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBECS.2010.5462491     Document Type: Conference Paper

References (11)

1. C. Limperopoulos and C. Clouchoux, "Advancing Fetal Brain MRI: Targets for the Future", Seminars in Perinatology, vol. 33, pp. 289-298, 2009
2. S. Chaplot, L.M. Patnaik, and N.R. Jagannathan, "Classification of magnetic resonance brain images using wavelets as input to support vector machine and neural network", Biomed. Signal Process. Control, vol.1, pp. 86-92, 2006
3. G. Bhatnagar and B. Raman, "A new robust reference watermarking scheme based on DWT-SVD", Computer Standards & Interfaces, vol. 31, pp. 1002-1013, 2009
4. C.A. Cocosco, A.P. Zijdenbos, and A.C. Evans, "A fully automatic and robust brain MRI tissue classification method", Medical Image Analysis, vol. 7, pp. 513-527, 2003
5. E.S.A. EI-Dahshan, T. Hosny, and A.B.M. Salem, "Hybrid intelligent techniques for MRI brain images classification", Digital Signal Processing. 2009, doi: 10.1016/j.dsp.2009.07.002
6. D. Gnanadurai and V. Sadasivam, "Undecimated wavelet based speckle reduction for SAR images", Pattern Recognition Letters, vol. 26, pp. 793-800, 2005
7. L. Durak, "Shift-invariance of short-time Fourier transform in fractional Fourier domains", Journal of the Franklin Institute, vol. 346, pp. 136-146, 2009
8. J. Schmeelk, "Wavelet transforms on two-dimensional images", Mathematical and Computer Modelling, vol. 36, pp. 939-948, 2002
9. L. Kaur, S. Gupta, R.C. Chauhan, and S.C. Saxena, "Medical ultrasound image compression using joint optimization of thresholding quantization and best-basis selection of wavelet packets", Digital Signal Processing, vol. 17, pp. 189-198, 2007
10. L. Nanni and A. Lumini, "Wavelet decomposition tree selection for palm and face authentication", Pattern Recognition Letters, vol. 29, pp. 343-353, 2008
11. M. Misiti, Y. Misiti, and G. Oppenheim, J.M. Poggi, Wavelet Toolbox User's Guide. The mathworks. 2009