메뉴 건너뛰기




Volumn 34, Issue 2, 2010, Pages 167-176

Medical image denoising using one-dimensional singularity function model

Author keywords

Denoising; Modeling; Noise; Signal to noise ratio; Singularity function; Spectral analysis

Indexed keywords

DE-NOISING; DENOISING APPROACH; DENOISING METHODS; FINITE DIFFERENCE; MEDICAL IMAGES; NOISE SIGNALS; NOISY SIGNALS; SINGULAR POINTS; SINGULARITY FUNCTION; SPECTRAL ANALYSIS; SPECTRAL DATA; SPECTRAL DOMAINS; SUBSTITUTION MECHANISMS; THEORETICAL FORMULATION;

EID: 75449106378     PISSN: 08956111     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compmedimag.2009.08.007     Document Type: Article
Times cited : (8)

References (34)
  • 3
  • 4
    • 0026883886 scopus 로고
    • Image selective smoothing and edge detection by nonlinear diffusion. II
    • Alvarez L., Lions P.L., and Morel J.M. Image selective smoothing and edge detection by nonlinear diffusion. II. SIAM J Numer Anal 29 (1992) 845-866
    • (1992) SIAM J Numer Anal , vol.29 , pp. 845-866
    • Alvarez, L.1    Lions, P.L.2    Morel, J.M.3
  • 5
    • 34648831966 scopus 로고    scopus 로고
    • Fractional-order anisotropic diffusion for image denoising
    • Bai J., and Feng X.C. Fractional-order anisotropic diffusion for image denoising. IEEE Trans Image Proc 16 October (10) (2007) 2492-2502
    • (2007) IEEE Trans Image Proc , vol.16 , Issue.October 10 , pp. 2492-2502
    • Bai, J.1    Feng, X.C.2
  • 6
    • 44049111982 scopus 로고
    • Nonlinear total variation based noise removal algorithms
    • Rudin L.I., Osher S., and Fatemi E. Nonlinear total variation based noise removal algorithms. Physica D 60 (1992) 259-268
    • (1992) Physica D , vol.60 , pp. 259-268
    • Rudin, L.I.1    Osher, S.2    Fatemi, E.3
  • 7
    • 19844370110 scopus 로고    scopus 로고
    • An iterative regularization method for total variation-based image restoration
    • Osher S., Burger M., Goldfarb D., Xu J., and Yin W. An iterative regularization method for total variation-based image restoration. Multiscale Model Simul 4 (2005) 460-489
    • (2005) Multiscale Model Simul , vol.4 , pp. 460-489
    • Osher, S.1    Burger, M.2    Goldfarb, D.3    Xu, J.4    Yin, W.5
  • 10
    • 34548537289 scopus 로고    scopus 로고
    • Feature-preserving MRI denoising using a nonparametric, empirical-bayes approach
    • Suyash P., Awate, Ross T., and Whitaker. Feature-preserving MRI denoising using a nonparametric, empirical-bayes approach. IEEE Trans Med Imaging 26 (2007) 1242-1255
    • (2007) IEEE Trans Med Imaging , vol.26 , pp. 1242-1255
    • Suyash, P.1    Awate2    Ross, T.3    Whitaker4
  • 12
    • 32944474079 scopus 로고    scopus 로고
    • Nonlinear approximation based image recovery using adaptive sparse reconstructions and iterated denoising-part I: theory
    • Guleryuz O.G. Nonlinear approximation based image recovery using adaptive sparse reconstructions and iterated denoising-part I: theory. IEEE Trans Image Proc 15 (2006) 539-554
    • (2006) IEEE Trans Image Proc , vol.15 , pp. 539-554
    • Guleryuz, O.G.1
  • 13
    • 33751379736 scopus 로고    scopus 로고
    • Image denoising via sparse and redundant representations over learned dictionaries
    • Elad M., and Aharon M. Image denoising via sparse and redundant representations over learned dictionaries. IEEE Trans Image Proc 15 (2006) 3736-3745
    • (2006) IEEE Trans Image Proc , vol.15 , pp. 3736-3745
    • Elad, M.1    Aharon, M.2
  • 14
    • 33750379296 scopus 로고    scopus 로고
    • Translation-invariant contourlet transform and its application to image denoising
    • Eslami R., and Radha H. Translation-invariant contourlet transform and its application to image denoising. IEEE Trans Image Proc 15 (2006) 3362-3374
    • (2006) IEEE Trans Image Proc , vol.15 , pp. 3362-3374
    • Eslami, R.1    Radha, H.2
  • 15
    • 33645653318 scopus 로고    scopus 로고
    • A review of image denoising methods, with a new one
    • Buades A., Coll B., and Morel J.M. A review of image denoising methods, with a new one. Multiscale Model Simul 4 (2005) 490-530
    • (2005) Multiscale Model Simul , vol.4 , pp. 490-530
    • Buades, A.1    Coll, B.2    Morel, J.M.3
  • 16
    • 0026235175 scopus 로고
    • Filtering MR images in the wavelet transform domain
    • Weaver J., Xu Y., Healy D., and Driscoll J. Filtering MR images in the wavelet transform domain. Magn Reson Med 21 (1991) 288-295
    • (1991) Magn Reson Med , vol.21 , pp. 288-295
    • Weaver, J.1    Xu, Y.2    Healy, D.3    Driscoll, J.4
  • 17
    • 0028546845 scopus 로고
    • Wavelet transform domain filters: a spatially selective noise filtration technique
    • Xu Y., Weaver J.B., Healy D.M., and Lu J. Wavelet transform domain filters: a spatially selective noise filtration technique. IEEE Trans Image Proc 3 (1994) 747-758
    • (1994) IEEE Trans Image Proc , vol.3 , pp. 747-758
    • Xu, Y.1    Weaver, J.B.2    Healy, D.M.3    Lu, J.4
  • 18
    • 0029307534 scopus 로고
    • De-noising by soft-thresholding
    • Donoho D.L. De-noising by soft-thresholding. IEEE Trans Inform Theory 41 (1995) 613-627
    • (1995) IEEE Trans Inform Theory , vol.41 , pp. 613-627
    • Donoho, D.L.1
  • 19
    • 0033062659 scopus 로고    scopus 로고
    • Wavelet packet denoising of magnetic resonance images: importance of Rician noise at low SNR
    • Wood J.C., and Johnson K.M. Wavelet packet denoising of magnetic resonance images: importance of Rician noise at low SNR. Magn Reson Med 41 (1999) 631-635
    • (1999) Magn Reson Med , vol.41 , pp. 631-635
    • Wood, J.C.1    Johnson, K.M.2
  • 20
    • 0033322132 scopus 로고    scopus 로고
    • Wavelet-based Rician noise removal for magnetic resonance imaging
    • Nowak R.D. Wavelet-based Rician noise removal for magnetic resonance imaging. IEEE Trans Image Proc 8 (1999) 1408-1419
    • (1999) IEEE Trans Image Proc , vol.8 , pp. 1408-1419
    • Nowak, R.D.1
  • 21
    • 0034100674 scopus 로고    scopus 로고
    • A wavelet-based method for improving signal-to-noise ratio and contrast in MR images
    • Alexander M.E., Baumgartner R., and Summers A.R. A wavelet-based method for improving signal-to-noise ratio and contrast in MR images. Magn Reson Imaging 18 (2000) 169-180
    • (2000) Magn Reson Imaging , vol.18 , pp. 169-180
    • Alexander, M.E.1    Baumgartner, R.2    Summers, A.R.3
  • 22
    • 0141857195 scopus 로고    scopus 로고
    • Noise reduction for magnetic resonance images via adaptive multiscale products thresholding
    • Bao P., and Zhang L. Noise reduction for magnetic resonance images via adaptive multiscale products thresholding. IEEE Trans Med Imaging 22 (2003) 1089-1099
    • (2003) IEEE Trans Med Imaging , vol.22 , pp. 1089-1099
    • Bao, P.1    Zhang, L.2
  • 23
    • 0037983986 scopus 로고    scopus 로고
    • A versatile wavelet domain noise filtration technique for medical imaging
    • Pizurica A., Philips W., Lemahieu I., and Acheroy M. A versatile wavelet domain noise filtration technique for medical imaging. IEEE Trans Med Imaging 22 (2003) 323-331
    • (2003) IEEE Trans Med Imaging , vol.22 , pp. 323-331
    • Pizurica, A.1    Philips, W.2    Lemahieu, I.3    Acheroy, M.4
  • 24
    • 1642357547 scopus 로고    scopus 로고
    • Denoising functional MR images: a comparison of wavelet denoising and Gaussian smoothing
    • Wink A.M., and Roerdink J.B. Denoising functional MR images: a comparison of wavelet denoising and Gaussian smoothing. IEEE Trans Med Imaging 23 (2004) 374-387
    • (2004) IEEE Trans Med Imaging , vol.23 , pp. 374-387
    • Wink, A.M.1    Roerdink, J.B.2
  • 26
    • 27844476897 scopus 로고    scopus 로고
    • Color image denoising using wavelets and minimum cut analysis
    • Lian N.X., Zagorodnov V., and Tan Y.P. Color image denoising using wavelets and minimum cut analysis. IEEE Signal Processing Lett 12 (2005) 741-744
    • (2005) IEEE Signal Processing Lett , vol.12 , pp. 741-744
    • Lian, N.X.1    Zagorodnov, V.2    Tan, Y.P.3
  • 27
    • 33750621209 scopus 로고    scopus 로고
    • Denoising of complex MRI data by wavelet-domain filtering: application to high-b-value diffusion-weighted imaging
    • Wirestam R., and Bibic A. Denoising of complex MRI data by wavelet-domain filtering: application to high-b-value diffusion-weighted imaging. Magn Reson Med 56 (2006) 1114-1120
    • (2006) Magn Reson Med , vol.56 , pp. 1114-1120
    • Wirestam, R.1    Bibic, A.2
  • 28
    • 33144486284 scopus 로고    scopus 로고
    • Combined spatial and temporal domain wavelet shrinkage algorithm for video denoising
    • Balster E.J., Zheng Y.F., and Ewing R.L. Combined spatial and temporal domain wavelet shrinkage algorithm for video denoising. IEEE Trans Circuits Syst Video Technol 16 (2006) 220-230
    • (2006) IEEE Trans Circuits Syst Video Technol , vol.16 , pp. 220-230
    • Balster, E.J.1    Zheng, Y.F.2    Ewing, R.L.3
  • 30
    • 2342571617 scopus 로고    scopus 로고
    • MR image reconstruction from truncated k-space using a layer singular point extraction technique
    • Luo J.H., and Zhu Y.M. MR image reconstruction from truncated k-space using a layer singular point extraction technique. IEEE Trans Nucl Sci 51 (2004) 157-169
    • (2004) IEEE Trans Nucl Sci , vol.51 , pp. 157-169
    • Luo, J.H.1    Zhu, Y.M.2
  • 31
    • 23844486768 scopus 로고    scopus 로고
    • Correction of bias field in MR images using singularity function analysis
    • Luo J.H., Zhu Y.M., Clarysse P., and Magnin I. Correction of bias field in MR images using singularity function analysis. IEEE Trans Med Imaging 24 (2005) 1067-1085
    • (2005) IEEE Trans Med Imaging , vol.24 , pp. 1067-1085
    • Luo, J.H.1    Zhu, Y.M.2    Clarysse, P.3    Magnin, I.4
  • 33
    • 21544432712 scopus 로고    scopus 로고
    • Brainweb: online interface to a 3d MRI simulated brain database
    • Cocosco C., Kollokian V., Kwan R.S., and Evans A. Brainweb: online interface to a 3d MRI simulated brain database. NeuroImage 5 (1997) S425
    • (1997) NeuroImage , vol.5
    • Cocosco, C.1    Kollokian, V.2    Kwan, R.S.3    Evans, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.