메뉴 건너뛰기




Volumn 17, Issue 4, 2013, Pages 442-457

Structure-adaptive sparse denoising for diffusion-tensor MRI

Author keywords

Block matching; Denoising; Diffusion tensor MRI; Sparsity; Structure adaptive grouping

Indexed keywords

BLOCK MATCHING; DE-NOISING; DIFFUSION TENSOR MRI; SPARSITY; STRUCTURE-ADAPTIVE GROUPING;

EID: 84875821594     PISSN: 13618415     EISSN: 13618423     Source Type: Journal    
DOI: 10.1016/j.media.2013.01.006     Document Type: Article
Times cited : (34)

References (66)
  • 1
    • 79958765312 scopus 로고    scopus 로고
    • Recent advances in diffusion MRI modeling: angular and radial reconstruction
    • Assemlal H.E., Tschumperle D., Brun L., Siddiqi K. Recent advances in diffusion MRI modeling: angular and radial reconstruction. Med. Image Anal. 2011, 15:369-396.
    • (2011) Med. Image Anal. , vol.15 , pp. 369-396
    • Assemlal, H.E.1    Tschumperle, D.2    Brun, L.3    Siddiqi, K.4
  • 2
    • 34548537289 scopus 로고    scopus 로고
    • Feature-preserving MRI denoising: a nonparametric empirical bayes approach
    • Awate P.S., Whitaker R.T. Feature-preserving MRI denoising: a nonparametric empirical bayes approach. IEEE Trans. Med. Imaging 2007, 26:1242-1255.
    • (2007) IEEE Trans. Med. Imaging , vol.26 , pp. 1242-1255
    • Awate, P.S.1    Whitaker, R.T.2
  • 3
    • 0346118745 scopus 로고    scopus 로고
    • A common framework for nonlinear diffusion, adaptive smoothing, bilateral filtering and mean shift
    • Barash D., Comaniciu D. A common framework for nonlinear diffusion, adaptive smoothing, bilateral filtering and mean shift. Image Video Comput. 2004, 22:73-81.
    • (2004) Image Video Comput. , vol.22 , pp. 73-81
    • Barash, D.1    Comaniciu, D.2
  • 4
    • 0033945138 scopus 로고    scopus 로고
    • Statistical artifacts in diffusion tensor MRI caused by background noise
    • Basser P.J., Pajevic S. Statistical artifacts in diffusion tensor MRI caused by background noise. Magn. Reson. Med. 2000, 44:41-50.
    • (2000) Magn. Reson. Med. , vol.44 , pp. 41-50
    • Basser, P.J.1    Pajevic, S.2
  • 5
    • 0043028196 scopus 로고    scopus 로고
    • A normal distribution for tensor-valued random variables: application to diffusion tensor MRI
    • Basser P.J., Pajevic S. A normal distribution for tensor-valued random variables: application to diffusion tensor MRI. IEEE Trans. Med. Imaging 2003, 22:785-794.
    • (2003) IEEE Trans. Med. Imaging , vol.22 , pp. 785-794
    • Basser, P.J.1    Pajevic, S.2
  • 6
    • 0030162959 scopus 로고    scopus 로고
    • Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI
    • Basser P.J., Pierpaoli C. Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI. J. Magn. Reson. B 1996, 111:209-219.
    • (1996) J. Magn. Reson. B , vol.111 , pp. 209-219
    • Basser, P.J.1    Pierpaoli, C.2
  • 10
    • 45949090637 scopus 로고    scopus 로고
    • Efficient nonlocal means for denoising of textural patterns
    • Brox T., Kleinschmidt O., Cremers D. Efficient nonlocal means for denoising of textural patterns. IEEE Trans. Image Process. 2008, 17:1083-1092.
    • (2008) IEEE Trans. Image Process. , vol.17 , pp. 1083-1092
    • Brox, T.1    Kleinschmidt, O.2    Cremers, D.3
  • 11
    • 33645653318 scopus 로고    scopus 로고
    • A review of image denoising algorithms with a new one
    • Buades A., Coll B., Morel J.M. A review of image denoising algorithms with a new one. Multiscale Model. Simul. 2005, 4:490-530.
    • (2005) Multiscale Model. Simul. , vol.4 , pp. 490-530
    • Buades, A.1    Coll, B.2    Morel, J.M.3
  • 12
    • 67649872330 scopus 로고    scopus 로고
    • Clustering-based denoising with locally learned dictionaries
    • Chatterjee P., Milanfar P. Clustering-based denoising with locally learned dictionaries. IEEE Trans. Image Process. 2009, 18:1438-1451.
    • (2009) IEEE Trans. Image Process. , vol.18 , pp. 1438-1451
    • Chatterjee, P.1    Milanfar, P.2
  • 13
    • 22744448580 scopus 로고    scopus 로고
    • Noise removal in magnetic resonance diffusion tensor imaging
    • Chen B., Edward W. Noise removal in magnetic resonance diffusion tensor imaging. Magn. Reson. Med. 2005, 54:393-407.
    • (2005) Magn. Reson. Med. , vol.54 , pp. 393-407
    • Chen, B.1    Edward, W.2
  • 16
    • 34547760736 scopus 로고    scopus 로고
    • Image denoising by sparse 3D transform domain collaborative filtering
    • Dabov K., Foi A., Katkovnik V., Egiazarian K. Image denoising by sparse 3D transform domain collaborative filtering. IEEE Trans. Image Process. 2007, 16:2080-2095.
    • (2007) IEEE Trans. Image Process. , vol.16 , pp. 2080-2095
    • Dabov, K.1    Foi, A.2    Katkovnik, V.3    Egiazarian, K.4
  • 17
    • 84871649788 scopus 로고    scopus 로고
    • Spatially adaptive filtering as regularization in inverse imaging: compressive sensing, upsampling and super-resolution
    • CRC Press, USA, P. Milanfar (Ed.)
    • Danielyan A., Foi A., Katkovnik V., Egiazarian K. Spatially adaptive filtering as regularization in inverse imaging: compressive sensing, upsampling and super-resolution. Super-Resolution Imaging 2010, CRC Press, USA. P. Milanfar (Ed.).
    • (2010) Super-Resolution Imaging
    • Danielyan, A.1    Foi, A.2    Katkovnik, V.3    Egiazarian, K.4
  • 19
    • 70249139069 scopus 로고    scopus 로고
    • Optimal real-time Q-ball imaging using regularized Kalman filtering with incremental orientation sets
    • Deriche R., Calder J., Descoteaux M. Optimal real-time Q-ball imaging using regularized Kalman filtering with incremental orientation sets. Med. Image Anal. 2009, 13:564-579.
    • (2009) Med. Image Anal. , vol.13 , pp. 564-579
    • Deriche, R.1    Calder, J.2    Descoteaux, M.3
  • 20
    • 59449086531 scopus 로고    scopus 로고
    • Deterministic and probabilistic tractography based on complex fibre orientation distributions
    • Descoteaux M., Deriche R., Knosche T.R., Anwander A. Deterministic and probabilistic tractography based on complex fibre orientation distributions. IEEE Trans. Med. Imaging 2009, 28:269-286.
    • (2009) IEEE Trans. Med. Imaging , vol.28 , pp. 269-286
    • Descoteaux, M.1    Deriche, R.2    Knosche, T.R.3    Anwander, A.4
  • 21
    • 33144483155 scopus 로고    scopus 로고
    • Stable recovery of sparse overcomplete representations in the presence of noise
    • Donoho L.D., Elad M., Temlyakov V.N. Stable recovery of sparse overcomplete representations in the presence of noise. IEEE Trans. Inf. Theory 2006, 52:6-18.
    • (2006) IEEE Trans. Inf. Theory , vol.52 , pp. 6-18
    • Donoho, L.D.1    Elad, M.2    Temlyakov, V.N.3
  • 22
    • 79952072751 scopus 로고    scopus 로고
    • Registration, atlas estimation and variability analysis of white matter fiber bundles modeled as currents
    • Durrleman S., Fillard P., Pennec X., Trouve A., Ayache N. Registration, atlas estimation and variability analysis of white matter fiber bundles modeled as currents. Neuroimage 2011, 55:1073-1090.
    • (2011) Neuroimage , vol.55 , pp. 1073-1090
    • Durrleman, S.1    Fillard, P.2    Pennec, X.3    Trouve, A.4    Ayache, N.5
  • 23
    • 33751379736 scopus 로고    scopus 로고
    • Denoising via sparse and redundant representations over learned dictionaries
    • Elad M., Aharon M. Denoising via sparse and redundant representations over learned dictionaries. IEEE Trans. Image Process. 2006, 15:3736-3745.
    • (2006) IEEE Trans. Image Process. , vol.15 , pp. 3736-3745
    • Elad, M.1    Aharon, M.2
  • 24
    • 27844460570 scopus 로고    scopus 로고
    • Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA)
    • Elad M., Starck J.L., Querreb P., Donoho D.L. Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA). Appl. Comput. Harmon. Anal. 2005, 19:340-358.
    • (2005) Appl. Comput. Harmon. Anal. , vol.19 , pp. 340-358
    • Elad, M.1    Starck, J.L.2    Querreb, P.3    Donoho, D.L.4
  • 25
    • 35248816901 scopus 로고    scopus 로고
    • Effects of signal-to-noise ratio on the accuracy and reproducibility of diffusion tensor imaging-derived fractional anisotropy, mean diffusivity, and principal eigenvector measurements at 1.5T
    • Farrell J.A., Landman B.A., Jones C.K., Smith S.A., Prince J.L., van Zijl P.C., Mori S. Effects of signal-to-noise ratio on the accuracy and reproducibility of diffusion tensor imaging-derived fractional anisotropy, mean diffusivity, and principal eigenvector measurements at 1.5T. J. Magn. Reson. Imaging 2007, 26:756-767.
    • (2007) J. Magn. Reson. Imaging , vol.26 , pp. 756-767
    • Farrell, J.A.1    Landman, B.A.2    Jones, C.K.3    Smith, S.A.4    Prince, J.L.5    van Zijl, P.C.6    Mori, S.7
  • 26
    • 35648969603 scopus 로고    scopus 로고
    • Clinical DT-MRI estimation, smoothing and fiber tracking with Log-Euclidean metrics
    • Fillard P., Arsigny V., Pennec X., Ayache N. Clinical DT-MRI estimation, smoothing and fiber tracking with Log-Euclidean metrics. IEEE Trans. Med. Imaging 2007, 26:1472-1482.
    • (2007) IEEE Trans. Med. Imaging , vol.26 , pp. 1472-1482
    • Fillard, P.1    Arsigny, V.2    Pennec, X.3    Ayache, N.4
  • 28
    • 34247470408 scopus 로고    scopus 로고
    • Pointwise shape-adaptive DCT for high-quality denoising and deblocking of grayscale and color images
    • Foi A., Katkovnik V., Egiazarian K. Pointwise shape-adaptive DCT for high-quality denoising and deblocking of grayscale and color images. IEEE Trans. Med. Imaging 2007, 16:1395-1411.
    • (2007) IEEE Trans. Med. Imaging , vol.16 , pp. 1395-1411
    • Foi, A.1    Katkovnik, V.2    Egiazarian, K.3
  • 29
    • 67349214579 scopus 로고    scopus 로고
    • Comparison of regularization methods for human cardiac diffusion tensor MRI
    • Frindel C., Robini M., Croisille P., Zhu Y.M. Comparison of regularization methods for human cardiac diffusion tensor MRI. Med. Image Anal. 2009, 13:405-418.
    • (2009) Med. Image Anal. , vol.13 , pp. 405-418
    • Frindel, C.1    Robini, M.2    Croisille, P.3    Zhu, Y.M.4
  • 31
    • 29544431575 scopus 로고    scopus 로고
    • A diffusion tensor imaging analysis of gender differences in water diffusivity within human skeletal muscle
    • Galban C.J., Maderwald S., Uffmann K., Ladd M.E. A diffusion tensor imaging analysis of gender differences in water diffusivity within human skeletal muscle. NMR Biomed. 2005, 18:489-498.
    • (2005) NMR Biomed. , vol.18 , pp. 489-498
    • Galban, C.J.1    Maderwald, S.2    Uffmann, K.3    Ladd, M.E.4
  • 33
    • 54949106570 scopus 로고    scopus 로고
    • Image modeling and denoising with orientation-adapted Gaussian scale mixtures
    • Hammond D.K., Simoncelli E.P. Image modeling and denoising with orientation-adapted Gaussian scale mixtures. IEEE Trans. Image Process. 2008, 17:2089-2101.
    • (2008) IEEE Trans. Image Process. , vol.17 , pp. 2089-2101
    • Hammond, D.K.1    Simoncelli, E.P.2
  • 34
    • 0033855624 scopus 로고    scopus 로고
    • Three-dimensional cartography of the pattern of the myofibres in the second trimester fetal human heart
    • Jouk P.S., Usson Y., Michalowicz G., Grossi L. Three-dimensional cartography of the pattern of the myofibres in the second trimester fetal human heart. Anat. Embryol. (Berl.) 2000, 202:103-118.
    • (2000) Anat. Embryol. (Berl.) , vol.202 , pp. 103-118
    • Jouk, P.S.1    Usson, Y.2    Michalowicz, G.3    Grossi, L.4
  • 35
    • 40749136970 scopus 로고    scopus 로고
    • Spatially adaptive estimation via fitted local likelihood techniques
    • Katkovnik V., Spokoiny V. Spatially adaptive estimation via fitted local likelihood techniques. IEEE Trans. Image Process. 2008, 56:873-886.
    • (2008) IEEE Trans. Image Process. , vol.56 , pp. 873-886
    • Katkovnik, V.1    Spokoiny, V.2
  • 37
    • 33749184792 scopus 로고    scopus 로고
    • Optimal spatial adaptation for patch-based image denoising
    • Kervrann C., Boulanger J. Optimal spatial adaptation for patch-based image denoising. IEEE Trans. Image Process. 2006, 15:2866-2878.
    • (2006) IEEE Trans. Image Process. , vol.15 , pp. 2866-2878
    • Kervrann, C.1    Boulanger, J.2
  • 38
    • 33645731549 scopus 로고    scopus 로고
    • Introduction to diffusion tensor imaging mathematics: Part II. Anisotropy, diffusion-weighting factors, and gradient encoding schemes
    • Kingsley P.B. Introduction to diffusion tensor imaging mathematics: Part II. Anisotropy, diffusion-weighting factors, and gradient encoding schemes. Concepts Magn. Reson. 2006, 28A:123-154.
    • (2006) Concepts Magn. Reson. , vol.28 A , pp. 123-154
    • Kingsley, P.B.1
  • 39
    • 33645746510 scopus 로고    scopus 로고
    • Introduction to diffusion tensor imaging mathematics: Part III. Tensor calculation, noise, simulations, and optimization
    • Kingsley P.B. Introduction to diffusion tensor imaging mathematics: Part III. Tensor calculation, noise, simulations, and optimization. Concepts Magn. Reson. 2006, 28A:155-179.
    • (2006) Concepts Magn. Reson. , vol.28 A , pp. 155-179
    • Kingsley, P.B.1
  • 40
    • 0038042125 scopus 로고    scopus 로고
    • Looking into the functional architecture of the brain with diffusion MRI
    • Le Bihan D. Looking into the functional architecture of the brain with diffusion MRI. Nat. Rev. Neurosci. 2003, 4:469-480.
    • (2003) Nat. Rev. Neurosci. , vol.4 , pp. 469-480
    • Le Bihan, D.1
  • 41
    • 77952244937 scopus 로고    scopus 로고
    • Brain connectivity mapping using riemannian geometry, control theory, and PDEs
    • Lenglet C., Prados E., Pons J.P., Deriche R., Faugeras O. Brain connectivity mapping using riemannian geometry, control theory, and PDEs. SIAM J. Imaging Sci. 2009, 2:285-322.
    • (2009) SIAM J. Imaging Sci. , vol.2 , pp. 285-322
    • Lenglet, C.1    Prados, E.2    Pons, J.P.3    Deriche, R.4    Faugeras, O.5
  • 42
    • 12844289283 scopus 로고
    • Un nouvel opérateur pour la détection de rupture dans des signaux bruités
    • Liu W.Y., Magnin I.E., Gimenez G. Un nouvel opérateur pour la détection de rupture dans des signaux bruités. Traitement du Signal 1995, 12:226-236.
    • (1995) Traitement du Signal , vol.12 , pp. 226-236
    • Liu, W.Y.1    Magnin, I.E.2    Gimenez, G.3
  • 46
    • 33744943259 scopus 로고    scopus 로고
    • Improved fiber tractography with Bayesian tensor regularization
    • Lu Y., Aldroubi A., Gore J.C., Anderson A.W., Ding Z. Improved fiber tractography with Bayesian tensor regularization. Neuroimage 2006, 31:1061-1074.
    • (2006) Neuroimage , vol.31 , pp. 1061-1074
    • Lu, Y.1    Aldroubi, A.2    Gore, J.C.3    Anderson, A.W.4    Ding, Z.5
  • 49
    • 78650806141 scopus 로고    scopus 로고
    • Denoising in fluorescence microscopy using compressed sensing with multiple reconstructions and non-local merging
    • Marim, M., Angelini, E., Olivon, J., 2010. Denoising in fluorescence microscopy using compressed sensing with multiple reconstructions and non-local merging. In: International Conference on IEEE EMBS'2010, pp. 3394-3397.
    • (2010) International Conference on IEEE EMBS'2010 , pp. 3394-3397
    • Marim, M.1    Angelini, E.2    Olivon, J.3
  • 51
    • 68449084535 scopus 로고    scopus 로고
    • White matter atlases based on diffusion tensor imaging
    • Mori S., Oishi K., Faria A.V. White matter atlases based on diffusion tensor imaging. Curr. Opin. Neurol. 2009, 22:362-369.
    • (2009) Curr. Opin. Neurol. , vol.22 , pp. 362-369
    • Mori, S.1    Oishi, K.2    Faria, A.V.3
  • 52
    • 35648951723 scopus 로고    scopus 로고
    • A computational framework for the statistical analysis of cardiac diffusion tensors: application to a small database of canine hearts
    • Peyrat J.M., Sermesant M., Pennec X., Delingette H., Xu C., McVeigh E.R., Ayache N. A computational framework for the statistical analysis of cardiac diffusion tensors: application to a small database of canine hearts. IEEE Trans. Med. Imaging 2007, 26:1500-1514.
    • (2007) IEEE Trans. Med. Imaging , vol.26 , pp. 1500-1514
    • Peyrat, J.M.1    Sermesant, M.2    Pennec, X.3    Delingette, H.4    Xu, C.5    McVeigh, E.R.6    Ayache, N.7
  • 55
    • 36249011055 scopus 로고    scopus 로고
    • Reconstruction and visualization of fiber and sheet structure with regularized tensor diffusion MRI in the human heart
    • Rohmer D., Sitek A., Gullberg G.T. Reconstruction and visualization of fiber and sheet structure with regularized tensor diffusion MRI in the human heart. Invest. Radiol. 2007, 42:777-789.
    • (2007) Invest. Radiol. , vol.42 , pp. 777-789
    • Rohmer, D.1    Sitek, A.2    Gullberg, G.T.3
  • 56
    • 24644467818 scopus 로고    scopus 로고
    • International Conference on IEEE Computer Vision and, Pattern Recognition (CVPR'2005)
    • Roth, S., Black, M.J., 2005. Fields of Experts: a framework for learning image priors. In: International Conference on IEEE Computer Vision and, Pattern Recognition (CVPR'2005), pp. 860-867.
    • (2005) Fields of Experts: a framework for learning image priors , pp. 860-867
    • Roth, S.1    Black, M.J.2
  • 57
    • 77955586978 scopus 로고    scopus 로고
    • A non-local approach for image super-resolution using intermodality priors
    • Rousseau F. A non-local approach for image super-resolution using intermodality priors. Med. Image Anal. 2010, 14:594-605.
    • (2010) Med. Image Anal. , vol.14 , pp. 594-605
    • Rousseau, F.1
  • 61
    • 48849117932 scopus 로고    scopus 로고
    • Sparse representation in structured dictionaries with application to synthetic aperture radar
    • Varshney K.R., çetin M., Fisher J.W. Sparse representation in structured dictionaries with application to synthetic aperture radar. IEEE Trans. Signal Process. 2008, 56:3548-3561.
    • (2008) IEEE Trans. Signal Process. , vol.56 , pp. 3548-3561
    • Varshney, K.R.1    Çetin, M.2    Fisher, J.W.3
  • 64
    • 84555218322 scopus 로고    scopus 로고
    • Multiscale modeling and simulation of the cardiac fiber architecture for DMRI
    • Wang L., Zhu Y., Li H., Liu W., Magnin I.E. Multiscale modeling and simulation of the cardiac fiber architecture for DMRI. IEEE Trans. Biomed. Eng. 2012, 59:16-19.
    • (2012) IEEE Trans. Biomed. Eng. , vol.59 , pp. 16-19
    • Wang, L.1    Zhu, Y.2    Li, H.3    Liu, W.4    Magnin, I.E.5
  • 65
    • 33748498239 scopus 로고    scopus 로고
    • Diffusion tensor magnetic resonance imaging mapping the fiber architecture remodeling in human myocardium after Infarction
    • Wu M.T., Tseng W.Y., Su M.Y., Liu C.P., Chiou K.R., Wedeen V.J., Reese T.G., Yang C.F. Diffusion tensor magnetic resonance imaging mapping the fiber architecture remodeling in human myocardium after Infarction. Circulation 2006, 114:1036-1045.
    • (2006) Circulation , vol.114 , pp. 1036-1045
    • Wu, M.T.1    Tseng, W.Y.2    Su, M.Y.3    Liu, C.P.4    Chiou, K.R.5    Wedeen, V.J.6    Reese, T.G.7    Yang, C.F.8
  • 66
    • 70349472588 scopus 로고    scopus 로고
    • Image denoising using trivariate shrinkage filter in the wavelet domain and joint bilateral filter in the spatial domain
    • Yu H., Zhao L., Wang H. Image denoising using trivariate shrinkage filter in the wavelet domain and joint bilateral filter in the spatial domain. IEEE Trans. Image Process. 2009, 18:2364-2369.
    • (2009) IEEE Trans. Image Process. , vol.18 , pp. 2364-2369
    • Yu, H.1    Zhao, L.2    Wang, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.