메뉴 건너뛰기




Volumn 18, Issue 10, 2009, Pages 2265-2274

Noise-driven anisotropic diffusion filtering of MRI

Author keywords

Anisotropic diffusion; LMMSE filter; Magnetic resonance imaging; Rician distribution

Indexed keywords

ANISOTROPIC DIFFUSION; ANISOTROPIC DIFFUSION FILTERING; CONVERGENCE RATES; FILTERING METHOD; IMAGE STRUCTURES; LINEAR COMPONENTS; LMMSE FILTER; LOCAL LINEAR; LOCAL STANDARD DEVIATION; LOCAL STRUCTURE; MAGNETIC RESONANCE IMAGES; MATRIX DIFFUSION; NUMERICAL SCHEME; PARTIAL DERIVATIVE EQUATIONS; QUANTITATIVE RESULT; REAL DATA SETS; RICIAN DISTRIBUTION; ROBUST ESTIMATION; SPECKLE REDUCING ANISOTROPIC DIFFUSION; STANDARD DEVIATION; ULTRASOUND IMAGES;

EID: 70349604349     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2009.2025553     Document Type: Article
Times cited : (188)

References (44)
  • 1
    • 0021948756 scopus 로고
    • Measurement of signal intensities in the presence of noise in MR images
    • R. Henkelman, "Measurement of signal intensities in the presence of noise in MR images." Med. Physiol., vol. 12, no. 2, pp. 2323-233, 1985.
    • (1985) Med. Physiol , vol.12 , Issue.2 , pp. 2323-3233
    • Henkelman, R.1
  • 2
    • 0027317240 scopus 로고
    • Unbiased signal-to-noise ratio measure for magnetic resonance images
    • G. McGibney and M. Smith, "Unbiased signal-to-noise ratio measure for magnetic resonance images," Med. Phys., vol. 20, no. 4, pp. 1071-1078, 1993.
    • (1993) Med. Phys , vol.20 , Issue.4 , pp. 1071-1078
    • McGibney, G.1    Smith, M.2
  • 3
    • 0032081257 scopus 로고    scopus 로고
    • Maximum-likelihood estimation of Rician distribution parameters
    • Jun
    • J. Sijbers, A. J. den Dekker, P. Scheanders, and D. Van Dyck, "Maximum-likelihood estimation of Rician distribution parameters," IEEE Trans. Med. Imag., vol. 17, no. 3, pp. 357-361, Jun. 1998.
    • (1998) IEEE Trans. Med. Imag , vol.17 , Issue.3 , pp. 357-361
    • Sijbers, J.1    den Dekker, A.J.2    Scheanders, P.3    Van Dyck, D.4
  • 4
    • 1542346904 scopus 로고    scopus 로고
    • Maximum likelihood estimation of signal amplitude and noise variance form MR data
    • J. Sijbers and A. J. den Dekker, "Maximum likelihood estimation of signal amplitude and noise variance form MR data," Magn. Res. Imag. vol. 51, pp. 586-594, 2004.
    • (2004) Magn. Res. Imag , vol.51 , pp. 586-594
    • Sijbers, J.1    den Dekker, A.J.2
  • 5
    • 0033698794 scopus 로고    scopus 로고
    • ATR performance of a Rician model for SAR images
    • Orlando, FL, Apr
    • M. D. DeVore, A. D. Lanterman, and J. A. O'Sullivan, "ATR performance of a Rician model for SAR images," in Proc. SPIE, Orlando, FL, Apr. 2000, pp. 34-37.
    • (2000) Proc. SPIE , pp. 34-37
    • DeVore, M.D.1    Lanterman, A.D.2    O'Sullivan, J.A.3
  • 6
    • 0033322132 scopus 로고    scopus 로고
    • Wavelet-based Rician noise removal for Magnetic Resonance Imaging
    • Oct
    • R. Nowak, "Wavelet-based Rician noise removal for Magnetic Resonance Imaging," IEEE TrAans. Image Proccess., vol. 8, no., 10, pp. 1408-1419, Oct. 1999.
    • (1999) IEEE TrAans. Image Proccess , vol.8 , Issue.and 10 , pp. 1408-1419
    • Nowak, R.1
  • 7
    • 0037983986 scopus 로고    scopus 로고
    • A versatile wavelet domain noise filtration technique for medical imaging
    • Mar
    • A. Pižurica, W. Philips, I. Lemahien, and M. Acheroy, "A versatile wavelet domain noise filtration technique for medical imaging," IEEE Trans. Med. Imag., vol. 22, no. 3, pp. 323-331, Mar. 2003.
    • (2003) IEEE Trans. Med. Imag , vol.22 , Issue.3 , pp. 323-331
    • Pižurica, A.1    Philips, W.2    Lemahien, I.3    Acheroy, M.4
  • 9
    • 0026875779 scopus 로고
    • Nonlinear anisotropic filtering of MRI data
    • Jun
    • G. Gerig, O. K_dulbler, R. Kikinis, and F. Jolesz, "Nonlinear anisotropic filtering of MRI data," IEEE Trans. Med Imag., vol. 11, no. 2, pp. 221-232, Jun. 1992.
    • (1992) IEEE Trans. Med Imag , vol.11 , Issue.2 , pp. 221-232
    • Gerig, G.1    Kdulbler, O.2    Kikinis, R.3    Jolesz, F.4
  • 10
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
    • Jan
    • Y. Zhang, M. Brady, and S. Smith, "Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm," IEEE Trans. Med. Imag., vol. 20, no. 1, pp. 45-57, Jan. 2001.
    • (2001) IEEE Trans. Med. Imag , vol.20 , Issue.1 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3
  • 11
    • 26444482065 scopus 로고    scopus 로고
    • Nonparametric neighborhood statistics for MRI denoising
    • Information Processing in Medical Imaging, New York: Springer, Jul
    • S. Awate and R. Whitaker, "Nonparametric neighborhood statistics for MRI denoising," in Information Processing in Medical Imaging, ser. Lecture Notes in Computer Science. New York: Springer, Jul. 2005, vol. 3565, pp. 677-688.
    • (2005) ser. Lecture Notes in Computer Science , vol.3565 , pp. 677-688
    • Awate, S.1    Whitaker, R.2
  • 12
    • 41649106122 scopus 로고    scopus 로고
    • An optimized blockwise non local means denoising filter for 3D magnetic resonance images
    • Apr
    • P. Coupé, P. Yger, S. Prima, P. Hellier, C. Kervrann, and C. Barillot, "An optimized blockwise non local means denoising filter for 3D magnetic resonance images," IEEE Trans. Med. Imag., vol. 27, no. 4, pp. 425-441, Apr. 2008.
    • (2008) IEEE Trans. Med. Imag , vol.27 , Issue.4 , pp. 425-441
    • Coupé, P.1    Yger, P.2    Prima, S.3    Hellier, P.4    Kervrann, C.5    Barillot, C.6
  • 14
    • 84883838668 scopus 로고    scopus 로고
    • Rician noise removal by non-local means filtering for low signal-to-noise ratio MRI: Applications to DT-MRI
    • Medical Image Computing ana Computer-Assisted Intervention, New York: Springer-Verlag
    • N. Wiest-Daesslé, S. Prima, P. Coupé, S. Morrissey, and C. Barillot, "Rician noise removal by non-local means filtering for low signal-to-noise ratio MRI: Applications to DT-MRI," in Medical Image Computing ana Computer-Assisted Intervention, ser. Lecture Notes in Computer Science. New York: Springer-Verlag, 2008, vol. 5242, pp. 171-179.
    • (2008) ser. Lecture Notes in Computer Science , vol.5242 , pp. 171-179
    • Wiest-Daesslé, N.1    Prima, S.2    Coupé, P.3    Morrissey, S.4    Barillot, C.5
  • 16
    • 84883836598 scopus 로고    scopus 로고
    • Rician noise removal in diffusion tensor MRI
    • S. Basu, T. Fletcher, and R. Whitaker, "Rician noise removal in diffusion tensor MRI." in Proc. MICCAI. 2006. vol. 1. pp. 117-125.
    • (2006) Proc. MICCAI , vol.1 , pp. 117-125
    • Basu, S.1    Fletcher, T.2    Whitaker, R.3
  • 17
    • 33645875326 scopus 로고    scopus 로고
    • Analytically exact correction scheme for signal extraction from noisy magnitude MR signals
    • C. G. Koay and P. J. Basser, "Analytically exact correction scheme for signal extraction from noisy magnitude MR signals," J. Magn. Res. vol. 179, pp. 317-322, 2006.
    • (2006) J. Magn. Res , vol.179 , pp. 317-322
    • Koay, C.G.1    Basser, P.J.2
  • 19
    • 48349108270 scopus 로고    scopus 로고
    • Noise and signal estimation in magnitude MRI and Rician distributed images: A LMMSE approach
    • Aug
    • S. Aja-Fernández, C. Alberola-López, and C.-F. Westin, "Noise and signal estimation in magnitude MRI and Rician distributed images: A LMMSE approach," IEEE Trans. Image Proccess., vol. 17, no. 8, pp. 1383-1398, Aug. 2008.
    • (2008) IEEE Trans. Image Proccess , vol.17 , Issue.8 , pp. 1383-1398
    • Aja-Fernández, S.1    Alberola-López, C.2    Westin, C.-F.3
  • 21
    • 58849107591 scopus 로고    scopus 로고
    • Joint LMMSE estimation of DWI data for DTI processing
    • Medical Image Computing and Computer-Assisted Intervention, New York: Springer-Verlag, Sep
    • A. Tristán-Vega and S. Aja-Fernández, "Joint LMMSE estimation of DWI data for DTI processing," in Medical Image Computing and Computer-Assisted Intervention, ser. Lecture Notes in Computer Science. New York: Springer-Verlag, Sep. 2008, vol. 5242, pp. 27-34.
    • (2008) ser. Lecture Notes in Computer Science , vol.5242 , pp. 27-34
    • Tristán-Vega, A.1    Aja-Fernández, S.2
  • 22
    • 0036870577 scopus 로고    scopus 로고
    • Speckle reducing anisotropic diffusion
    • Nov
    • Y. Yu and S. Acton, "Speckle reducing anisotropic diffusion," IEEE Trans. Image Proccess., vol. 11, no. 11, pp. 1260-1270, Nov. 2002.
    • (2002) IEEE Trans. Image Proccess , vol.11 , Issue.11 , pp. 1260-1270
    • Yu, Y.1    Acton, S.2
  • 23
    • 0025465145 scopus 로고
    • Scale-space and edge detection using anisotropic diffusion
    • Jul
    • P. Perona and J. Malik, "Scale-space and edge detection using anisotropic diffusion," IEEE Trans. Pattern Anal. Mach. Intell., vol. 12, no. 7, pp. 629-639, Jul. 1990.
    • (1990) IEEE Trans. Pattern Anal. Mach. Intell , vol.12 , Issue.7 , pp. 629-639
    • Perona, P.1    Malik, J.2
  • 24
    • 0018998148 scopus 로고
    • Digital image enhancement and noise filtering using local statistics
    • Mar
    • J. Lee, "Digital image enhancement and noise filtering using local statistics" IEEE Trans. Pattern Anal. Mach. Intell., vol. 2, no. 2, pp. 165-168, Mar. 1980.
    • (1980) IEEE Trans. Pattern Anal. Mach. Intell , vol.2 , Issue.2 , pp. 165-168
    • Lee, J.1
  • 25
    • 33747645569 scopus 로고    scopus 로고
    • On the estimation of the coefficient of variation for anisotropic diffusion speckle filtering
    • Sep
    • S. Aja-Fernandez and C. Alberola-López, "On the estimation of the coefficient of variation for anisotropic diffusion speckle filtering," IEEE Trans. Image Proccess., vol. 15, no. 9, pp. 2694-2701, Sep. 2006.
    • (2006) IEEE Trans. Image Proccess , vol.15 , Issue.9 , pp. 2694-2701
    • Aja-Fernandez, S.1    Alberola-López, C.2
  • 26
    • 0022029165 scopus 로고
    • Adaptive noise smoothing filter with signal-dependent noise
    • Mar
    • D. T. Kuan, A. A. Sawchuk, T. C. Strand, and C. P., "Adaptive noise smoothing filter with signal-dependent noise," IEEE Trans. Pattern Anal. Mach. Intell., vol, 7, no. 2, pp. 165-177, Mar. 1985.
    • (1985) IEEE Trans. Pattern Anal. Mach. Intell , vol.7 , Issue.2 , pp. 165-177
    • Kuan, D.T.1    Sawchuk, A.A.2    Strand, T.C.3
  • 27
  • 28
    • 0027573887 scopus 로고
    • General expressions for Rician density and distribution functions
    • Apr
    • D. Drumheller, "General expressions for Rician density and distribution functions," IEEE Trans. Aerosp. Electron. Syst., vol. 29, no. 2, pp. 580-588, Apr. 1993.
    • (1993) IEEE Trans. Aerosp. Electron. Syst , vol.29 , Issue.2 , pp. 580-588
    • Drumheller, D.1
  • 29
    • 0027608265 scopus 로고
    • Automatic detection of brain contours in MRI data sets
    • Feb
    • M. Brummer, R. Mersereau, R. Eisner, and R. Lewine, "Automatic detection of brain contours in MRI data sets," IEEE Trans. Med. Imag., vol. 12, no. 2, pp. 153-166, Feb. 1993.
    • (1993) IEEE Trans. Med. Imag , vol.12 , Issue.2 , pp. 153-166
    • Brummer, M.1    Mersereau, R.2    Eisner, R.3    Lewine, R.4
  • 30
    • 34247196111 scopus 로고    scopus 로고
    • Automatic estimation of the noise variance from the histogram of a magnetic resonance image
    • J. Sijbers, D. Poot, A. J. den Dekker, and W. Pintjens, "Automatic estimation of the noise variance from the histogram of a magnetic resonance image," Phys. Med. Biol., vol. 52, pp. 1335-1348, 2007.
    • (2007) Phys. Med. Biol , vol.52 , pp. 1335-1348
    • Sijbers, J.1    Poot, D.2    den Dekker, A.J.3    Pintjens, W.4
  • 32
    • 0036879769 scopus 로고    scopus 로고
    • Flux-based anisotropic diffusion applied to anhancement of 3D angiogram
    • Nov
    • K. Krissian, "Flux-based anisotropic diffusion applied to anhancement of 3D angiogram," IEEE Trans. Med. Imag., vol. 21, no. 11, pp. 1440-1442, Nov. 2002.
    • (2002) IEEE Trans. Med. Imag , vol.21 , Issue.11 , pp. 1440-1442
    • Krissian, K.1
  • 33
    • 23044531145 scopus 로고    scopus 로고
    • Comparison of two restoration techniques in the context of 3D medical imaging
    • MICCA101 Utrecht, The Netherlands, New York. Springer
    • M. Rodriguez-Florido, K. Krissian, J. Ruiz-Alzola, and C.-F. Westin, "Comparison of two restoration techniques in the context of 3D medical imaging," in MICCA101 Utrecht, The Netherlands, ser. Lecture Notes in Computer Science. New York. Springer, 2001, vol. 2208, pp. 1031-1039.
    • (2001) ser. Lecture Notes in Computer Science , vol.2208 , pp. 1031-1039
    • Rodriguez-Florido, M.1    Krissian, K.2    Ruiz-Alzola, J.3    Westin, C.-F.4
  • 34
    • 70349589302 scopus 로고    scopus 로고
    • G. Farnebäck, Polynomial Expansion for Orientation and Motion Estimation, Ph.D. dissertation, Linköping Univ., Linköping, Sweden, 2002, ISBN 91-7373-475-6, SE-581 83 Linköping, Sweden, dissertation No 790.
    • G. Farnebäck, "Polynomial Expansion for Orientation and Motion Estimation," Ph.D. dissertation, Linköping Univ., Linköping, Sweden, 2002, ISBN 91-7373-475-6, SE-581 83 Linköping, Sweden, dissertation No 790.
  • 37
  • 38
    • 0018306059 scopus 로고
    • A threshold selection method from gray-scale histogram
    • Jan
    • N. Otsu, "A threshold selection method from gray-scale histogram," IEEE Trans. Syst., Man, Cybern., vol. 9, no. 1, pp, 62-66, Jan. 1979.
    • (1979) IEEE Trans. Syst., Man, Cybern , vol.9 , Issue.1 , pp. 62-66
    • Otsu, N.1
  • 39
    • 0026941109 scopus 로고
    • Maximum likelihood thresholding based on population mixture models
    • Oct
    • T. Kurita, N. Otsu, and N. Abdelmalek, "Maximum likelihood thresholding based on population mixture models," Pattern Recognit., vol. 25, no. 10, pp. 1231-1240, Oct. 1992.
    • (1992) Pattern Recognit , vol.25 , Issue.10 , pp. 1231-1240
    • Kurita, T.1    Otsu, N.2    Abdelmalek, N.3
  • 42
    • 33645653318 scopus 로고    scopus 로고
    • A review of image denoising algorithms, with a new one
    • A. Buades, B. Coll, and J. Morel, "A review of image denoising algorithms, with a new one," Multiscale Model. Simul., vol. 4, no. 2, pp. 490-530, 2005.
    • (2005) Multiscale Model. Simul , vol.4 , Issue.2 , pp. 490-530
    • Buades, A.1    Coll, B.2    Morel, J.3
  • 43
    • 1942436689 scopus 로고    scopus 로고
    • Image quality assessment: From error visibility to structural similarity
    • Apr
    • Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: From error visibility to structural similarity," IEEE Trans. Image Proccess., vol. 13, no. 4, pp. 600-612, Apr. 2004.
    • (2004) IEEE Trans. Image Proccess , vol.13 , Issue.4 , pp. 600-612
    • Wang, Z.1    Bovik, A.C.2    Sheikh, H.R.3    Simoncelli, E.P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.