Medical image blind denoising using context bilateral filter

2010 International Conference on Medical Image Analysis and Clinical Application, MIACA 2010

Volumn , Issue , 2010, Pages 12-17

  Liao, Zhiwu ^a   Hu, Shaoxiang ^b   Yu, Zhiqiang ^c   Sun, Dan ^a  

^a SICHUAN NORMAL UNIVERSITY   (China)

^b UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

^c CHENGDU AIRCRAFT INDUSTRIAL GROUP CO LTD   (China)

Author keywords

Bilateral filter; Context; Edge preserving; Medical image denoising; Propagation of noise

Indexed keywords

BILATERAL FILTERS; CONTEXT; EDGE PRESERVING; MEDICAL IMAGES; PROPAGATION OF NOISE;

DIAGNOSIS; IMAGE ANALYSIS; IMAGE ENHANCEMENT; NOISE POLLUTION CONTROL; POSITRON EMISSION TOMOGRAPHY;

MEDICAL IMAGING;

EID: 77956081703     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MIACA.2010.5528280     Document Type: Conference Paper

References (28)

1. Gravel, Pierre; Beaudoin, Gilles; De Guise, Jacques A. "A method for modeling noise in medical images", IEEE Transactions on Medical Imaging, v 23, n 10, p 1221-1232, October 2004.
2. Dahlbom, Magnus. "Estimation of image noise in PET using the Bootstrap method", IEEE Transactions on Nuclear Science, v 49 I, n 5, p 2062-2066, October 2002.
3. C P BEHRENBRUCH; S PETROUDI; S BOND; J D DECLERCK; F J LEONG; and J M BRADY. "Image filtering techniques for medical image post-processing: an overview", The British Joural of Radiology, 77 (2004), SI26-S132.
4. K. Thangavel; R. Manavalan; I. Laurence Aroquiaraj. "Removal of Speckle Noise fom Ultrasound Medical Image based on Special Filters: Comparative Study", ICGST-GVIP Joural, vol 9, issue III, June 2009, 25-32.
5. Sanches, João M.; Nascimento, Jacinto C.; Marques, Jorge S. "Medical image noise reduction using the Sylvester-Lyapunov equation" IEEE Transactions on Image Processing, v 17, n 9, p 1522-1539, 2008.
6. Jin, Jesse S.; Wang, Yung; Hiller, John. "Adaptive nonlinear diffsion algorithm for filtering medical images", IEEE Transactions on Information Technology in Biomedicine, v 4, n 4, p 298-305, Dec 2000.
7. Saha, P. K.; Udupa, J.K. "Scale-based diffsive image filtering preserving boundary sharpness and fne structures", IEEE Transactions on Medical Imaging, v 20, n 11, p 1140-1155, November 2001.
8. P. C. Tay, S. T. Acton, and J. A. Hossack, "Ultrasound despeckling using an adaptive window stochastic approach," in Proc. Int. Conf. Image Processing, 2006, pp. 2549-2552.
9. Raman Maini and Himanshu Aggarwal. "A Novel Technique for Speckle Noise Reduction on Medical Images", Interational Joural of Applied Engineering Research ISSN 0973-4562 Volume 5 Number 1 (2010) pp. 1-8.
10. P. Bao and L. Zhang, "Noise reduction for magnetic resonance images via adaptative multiscale products thresholding," IEEE Trans. Med. Imag., vol. 22, no. 9, Sep. 2003.
11. Pizurica, Aleksandra; Philips, Wilfied; Lemahieu, Ignace; Acheroy, Marc. "A versatile wavelet domain noise filtration technique for medical imaging", IEEE Transactions on Medical Imaging, v 22, n 3, p 323-331, March 2003
12. L. Sendur and I. W. Selesnick "Bivariate shrinkage with local variance estimation," IEEE Signal Process. Lett., vol. 9, pp. 438, Dec. 2002.
13. C. Tomasi and R. Manduchi, "Bilateral Filtering for Gray and Color Images", Proceedings of the 1998 IEEE Interational Conference on Computer Vision, Bombay, India.
14. Paris, Sylvain; Korprobst, Pierre; Tumblin, Jack; Durand, Fredo, "Bilateral filtering: Theory and applications", Foundations and Trends in Computer Graphics and Vision, v 4, n 1, p 1-73, 2009
15. Barash, Danny, "Bilateral filtering and anisotropic diffsion: Towards a unified viewpoint", HP Laboratories Technical Report, n 18 R.I, August 2000
16. Paris, Sylvain, Durand, FrdoA, "Fast approximation of the bilateral filter using a signal processing approach", Interational Journal of Computer Vision, v 81, n 1, p 24-52, January 2009.
17. Yoshizawa, Shin; Belyaev, Alexander; Yokota, Hideo, "Fast gauss bilateral filtering", Computer Graphics Forum, v 29, n 1, p 60-74, March 2010
18. Guarieri, G.; Marsi, S.; Ramponi, G., "Fast bilateral filter for edgepreserving smoothing", Electronics Letters, v 42, n 7, p 396-397, March 30, 2006
19. Francis, J.I.; De Jager, G., "The bilateral median filter", Transactions of the South Afican Institute of Electrical Engineers, v 96, n 2, p 106-111, March 2005
20. Zhang, Buyue; Allebach, Jan P., "Adaptive bilateral filter for sharpness enhancement and noise removal", IEEE Transactions on Image Processing, v 17, n 5, p 664-678, May 2008
21. Yu, Hancheng; Zhao, Li; Wang, Haixian, "Image denoising using trivariate shrinkage filter in the wavelet domain and joint bilateral filter in the spatial domain", IEEE Transactions on Image Processing, v 18, n 10, p 2364-2369, 2009
22. Zhang Ming, Gunturk Bahadir, "Multiresolution bilateral filtering for image denoising", IEEE Transactions on Image Processing, v 17, n 12, p 2324-2333, 2008.
23. Wong, Alexander, "Adaptive bilateral filtering of image signals using local phase characteristics", Signal Processing, v 88, n 6, p 1615-1619, June 2008
24. X. Wu and N. Memon, "Context-based, adaptive, lossless image code", IEEE Trans. on Communications, vol. 45, no. 4, pp. 437-444, April 1997.
25. M. S. Crouse and R. G. Baraniuk, "Contextual Hidden Markov Models for Wavelet-domain Signal Processing", Proc. 31st Asilomar Conf on Signals, Systems and Computers, Nov. 1997.
26. G. Fan and X. G. Xia, "Image Denoising Using Local Contextual Hidden Markov Model in the Wavelet Domain", IEEE Signal Processing Letter, Vol. 8, No.5, pp. 125-128, May 2001.
27. S. G. Chang, B. Yu, and M. Vetterli, "Spatially Adaptive Wavelet Thresholding with Context Modeling for Image Denoising", IEEE Transactions on Image Processing, Vol. 9, pp. 1522-1546, Sep. 2000.
28. Zhiwu Liao, Yuan Y. Tang, "Signal Denoising using Wavelet and Block Hidden Markov Model", Interational Joural of Patter Recognition and Artificial Intelligence, Vol. 19, No. 5 (August 2005), pp 681-700.