메뉴 건너뛰기




Volumn 37, Issue 4, 2013, Pages 293-303

SR-NLM: A sinogram restoration induced non-local means image filtering for low-dose computed tomography

Author keywords

CT; Image filtering; Low dose; Non local means; Sinogram restoration

Indexed keywords

AS LOW AS REASONABLY ACHIEVABLE; IMAGE FILTERING; IMAGE FILTERING ALGORITHMS; LOW DOSE; NON-LOCAL MEANS; RECEIVER OPERATING CHARACTERISTIC CURVES; SINOGRAM RESTORATIONS; X-RAY COMPUTED TOMOGRAPHY;

EID: 84880743984     PISSN: 08956111     EISSN: 18790771     Source Type: Journal    
DOI: 10.1016/j.compmedimag.2013.05.004     Document Type: Article
Times cited : (50)

References (40)
  • 1
    • 36549007486 scopus 로고    scopus 로고
    • Computed tomography - an increasing source of radiation exposure
    • Brenner D.J., Hall E.J. Computed tomography - an increasing source of radiation exposure. N Engl J Med 2007, 357:2277-2284.
    • (2007) N Engl J Med , vol.357 , pp. 2277-2284
    • Brenner, D.J.1    Hall, E.J.2
  • 2
    • 34447558140 scopus 로고    scopus 로고
    • Estimating risk of cancer associated with radiation exposure from 64-slice computed tomography coronary angiography
    • Einstein A.J., Henzlova M.J., Rajagopalan S. Estimating risk of cancer associated with radiation exposure from 64-slice computed tomography coronary angiography. JAMA 2007, 298:317-323.
    • (2007) JAMA , vol.298 , pp. 317-323
    • Einstein, A.J.1    Henzlova, M.J.2    Rajagopalan, S.3
  • 3
    • 0031794571 scopus 로고    scopus 로고
    • Adaptive streak artifact reduction in computed tomography resulting from excessive X-ray photon noise
    • Hsieh J. Adaptive streak artifact reduction in computed tomography resulting from excessive X-ray photon noise. Med Phys 1998, 25:2139-2147.
    • (1998) Med Phys , vol.25 , pp. 2139-2147
    • Hsieh, J.1
  • 4
    • 8344272167 scopus 로고    scopus 로고
    • Nonlinear sinogram smoothing for low-dose X-ray CT
    • Li T., Li X., Wang J., Wen J., Lu H., Hsieh J., et al. Nonlinear sinogram smoothing for low-dose X-ray CT. IEEE Trans Nucl Sci 2004, 51:2505-2513.
    • (2004) IEEE Trans Nucl Sci , vol.51 , pp. 2505-2513
    • Li, T.1    Li, X.2    Wang, J.3    Wen, J.4    Lu, H.5    Hsieh, J.6
  • 5
    • 0032603548 scopus 로고    scopus 로고
    • Dose reduction in CT by on-line tube current control: principles and validation on phantoms and cadavers
    • Kalender W.A., Wolf H., Suess C., Gies M., Greess H., Bautz W.A. Dose reduction in CT by on-line tube current control: principles and validation on phantoms and cadavers. Eur Radiol 1999, 9:323-328.
    • (1999) Eur Radiol , vol.9 , pp. 323-328
    • Kalender, W.A.1    Wolf, H.2    Suess, C.3    Gies, M.4    Greess, H.5    Bautz, W.A.6
  • 6
    • 33645562681 scopus 로고    scopus 로고
    • CT dose reduction and dose management tools: overview of available options
    • McCollough C.H., Bruesewitz M.R., Kofler J.M. CT dose reduction and dose management tools: overview of available options. Radiographics 2006, 26:503-512.
    • (2006) Radiographics , vol.26 , pp. 503-512
    • McCollough, C.H.1    Bruesewitz, M.R.2    Kofler, J.M.3
  • 8
    • 73649113284 scopus 로고    scopus 로고
    • Radiation dose reduction in computed tomography: techniques and future perspective
    • Yu L. Radiation dose reduction in computed tomography: techniques and future perspective. Imaging Med 2009, 1:65-84.
    • (2009) Imaging Med , vol.1 , pp. 65-84
    • Yu, L.1
  • 9
    • 0042421775 scopus 로고    scopus 로고
    • Efficient and accurate likelihood for iterative image reconstruction in X-ray computed tomography
    • Elbakri L.A., Fessler J.A. Efficient and accurate likelihood for iterative image reconstruction in X-ray computed tomography. Proc SPIE 2003, 5032:1839-1850.
    • (2003) Proc SPIE , vol.5032 , pp. 1839-1850
    • Elbakri, L.A.1    Fessler, J.A.2
  • 10
    • 58149141914 scopus 로고    scopus 로고
    • Iterative image reconstruction for CBCT using edge-preserving prior
    • Wang J., Li T., Xing L. Iterative image reconstruction for CBCT using edge-preserving prior. Med Phys 2009, 36:252-260.
    • (2009) Med Phys , vol.36 , pp. 252-260
    • Wang, J.1    Li, T.2    Xing, L.3
  • 11
    • 79953109060 scopus 로고    scopus 로고
    • Sparse angular CT reconstruction using non-local means based iterative-correction POCS
    • Huang J., Ma J., Liu N., Zhang H., Bian Z., Feng Y., et al. Sparse angular CT reconstruction using non-local means based iterative-correction POCS. Comput Biol Med 2011, 41:195-205.
    • (2011) Comput Biol Med , vol.41 , pp. 195-205
    • Huang, J.1    Ma, J.2    Liu, N.3    Zhang, H.4    Bian, Z.5    Feng, Y.6
  • 12
    • 84869048874 scopus 로고    scopus 로고
    • Iterative image reconstruction for cerebral perfusion CT using a pre-contrast scan induced edge-preserving prior
    • Ma J., Zhang H., Gao Y., Huang J., Liang Z., Feng Q., et al. Iterative image reconstruction for cerebral perfusion CT using a pre-contrast scan induced edge-preserving prior. Phys Med Biol 2012, 57:7519-7542.
    • (2012) Phys Med Biol , vol.57 , pp. 7519-7542
    • Ma, J.1    Zhang, H.2    Gao, Y.3    Huang, J.4    Liang, Z.5    Feng, Q.6
  • 13
    • 84870337138 scopus 로고    scopus 로고
    • Adaptive-weighted total variation minimization for sparse data toward low-dose X-ray computed tomography image reconstruction
    • Liu Y., Ma J., Fan Y., Liang Z. Adaptive-weighted total variation minimization for sparse data toward low-dose X-ray computed tomography image reconstruction. Phys Med Biol 2012, 57:7923-7956.
    • (2012) Phys Med Biol , vol.57 , pp. 7923-7956
    • Liu, Y.1    Ma, J.2    Fan, Y.3    Liang, Z.4
  • 15
    • 0035052748 scopus 로고    scopus 로고
    • Generalized multi-dimensional adaptive filtering for conventional and spiral single-slice, multi-slice, and cone-beam CT
    • Kachelriess M., Watzke O., Kalender W.A. Generalized multi-dimensional adaptive filtering for conventional and spiral single-slice, multi-slice, and cone-beam CT. Med Phys 2001, 28:475-490.
    • (2001) Med Phys , vol.28 , pp. 475-490
    • Kachelriess, M.1    Watzke, O.2    Kalender, W.A.3
  • 16
    • 70350705569 scopus 로고    scopus 로고
    • Projection space denoising with bilateral filtering and CT noise modeling for dose reduction in CT
    • Manduca A., Yu L., Trzasko J.D., Khaylova N., Kofler J.M., McCollough C.M., et al. Projection space denoising with bilateral filtering and CT noise modeling for dose reduction in CT. Med Phys 2009, 36:4911-4919.
    • (2009) Med Phys , vol.36 , pp. 4911-4919
    • Manduca, A.1    Yu, L.2    Trzasko, J.D.3    Khaylova, N.4    Kofler, J.M.5    McCollough, C.M.6
  • 17
    • 0034839479 scopus 로고    scopus 로고
    • Reduction of noise and image artifacts in computed tomography by nonlinear filtration of the projection images
    • Demirkaya O. Reduction of noise and image artifacts in computed tomography by nonlinear filtration of the projection images. Proc SPIE 2001, 4322:917-923.
    • (2001) Proc SPIE , vol.4322 , pp. 917-923
    • Demirkaya, O.1
  • 18
    • 11844305985 scopus 로고    scopus 로고
    • Reduction of noise-induced streak artifacts in X-ray computed tomography through spline-based penalized-likelihood sinogram smoothing
    • La Rivière P.J., Billmire D.M. Reduction of noise-induced streak artifacts in X-ray computed tomography through spline-based penalized-likelihood sinogram smoothing. IEEE Trans Med Imaging 2005, 24:105-111.
    • (2005) IEEE Trans Med Imaging , vol.24 , pp. 105-111
    • La Rivière, P.J.1    Billmire, D.M.2
  • 19
    • 33947260155 scopus 로고    scopus 로고
    • Penalized weighted least-squares approach to sinogram noise reduction and image reconstruction for low-dose X-ray computed tomography
    • Wang J., Li T., Lu H., Liang Z. Penalized weighted least-squares approach to sinogram noise reduction and image reconstruction for low-dose X-ray computed tomography. IEEE Trans Med Imaging 2006, 25:1272-1283.
    • (2006) IEEE Trans Med Imaging , vol.25 , pp. 1272-1283
    • Wang, J.1    Li, T.2    Lu, H.3    Liang, Z.4
  • 20
    • 33746927954 scopus 로고    scopus 로고
    • Penalized-likelihood sinogram restoration for computed tomography
    • La Rivière P.J., Bian J., Vargas P.A. Penalized-likelihood sinogram restoration for computed tomography. IEEE Trans Med Imaging 2006, 25:1022-1036.
    • (2006) IEEE Trans Med Imaging , vol.25 , pp. 1022-1036
    • La Rivière, P.J.1    Bian, J.2    Vargas, P.A.3
  • 21
    • 45949102973 scopus 로고    scopus 로고
    • An experimental study on the noise properties of X-ray CT sinogram data in radon space
    • Wang J., Lu H., Liang Z., Eremina D., Zhang G., Wang S., et al. An experimental study on the noise properties of X-ray CT sinogram data in radon space. Phys Med Biol 2008, 53:3327-3341.
    • (2008) Phys Med Biol , vol.53 , pp. 3327-3341
    • Wang, J.1    Lu, H.2    Liang, Z.3    Eremina, D.4    Zhang, G.5    Wang, S.6
  • 22
    • 45749103203 scopus 로고    scopus 로고
    • Dose reduction for kilovoltage cone-beam computed tomography in radiation therapy
    • Wang J., Li T., Liang Z., Xing L. Dose reduction for kilovoltage cone-beam computed tomography in radiation therapy. Phys Med Biol 2008, 53:2897-2909.
    • (2008) Phys Med Biol , vol.53 , pp. 2897-2909
    • Wang, J.1    Li, T.2    Liang, Z.3    Xing, L.4
  • 24
    • 56849091499 scopus 로고    scopus 로고
    • Wavelet based noise reduction in CT-images using correlation analysis
    • Borsdorf A., Raupach R., Flohr T., Hornegger J. Wavelet based noise reduction in CT-images using correlation analysis. IEEE Trans Med Imaging 2008, 27:1685-1703.
    • (2008) IEEE Trans Med Imaging , vol.27 , pp. 1685-1703
    • Borsdorf, A.1    Raupach, R.2    Flohr, T.3    Hornegger, J.4
  • 26
    • 80053609557 scopus 로고    scopus 로고
    • Low-dose computed tomography image restoration using previous normal-dose scan
    • Ma J., Huang J., Feng Q., Zhang H., Lu H., Liang Z., et al. Low-dose computed tomography image restoration using previous normal-dose scan. Med Phys 2011, 38:5714-5731.
    • (2011) Med Phys , vol.38 , pp. 5714-5731
    • Ma, J.1    Huang, J.2    Feng, Q.3    Zhang, H.4    Lu, H.5    Liang, Z.6
  • 27
    • 84860360679 scopus 로고    scopus 로고
    • Variance estimation of X-ray CT sinogram in radon domain
    • Ma J., Liang Z., Fan Y., Liu Y., Huang J., Chen W., et al. Variance estimation of X-ray CT sinogram in radon domain. Proc SPIE 2012, 8313:83132G.
    • (2012) Proc SPIE , vol.8313
    • Ma, J.1    Liang, Z.2    Fan, Y.3    Liu, Y.4    Huang, J.5    Chen, W.6
  • 28
    • 84864264764 scopus 로고    scopus 로고
    • Variance analysis of X-ray CT sinograms in the presence of electronic noise background
    • Ma J., Liang Z., Fan Y., Liu Y., Huang J., Chen W., et al. Variance analysis of X-ray CT sinograms in the presence of electronic noise background. Med Phys 2012, 39:4051-4065.
    • (2012) Med Phys , vol.39 , pp. 4051-4065
    • Ma, J.1    Liang, Z.2    Fan, Y.3    Liu, Y.4    Huang, J.5    Chen, W.6
  • 29
    • 0027542459 scopus 로고
    • A local update strategy for iterative reconstruction from projections
    • Sauer K., Bouman C. A local update strategy for iterative reconstruction from projections. IEEE Trans Signal Process 1993, 41:534-548.
    • (1993) IEEE Trans Signal Process , vol.41 , pp. 534-548
    • Sauer, K.1    Bouman, C.2
  • 30
    • 33645653318 scopus 로고    scopus 로고
    • A review of image denoising algorithms, with a new one
    • Buades A., Coll B., Morel M.J. 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, M.J.3
  • 31
    • 41649106122 scopus 로고    scopus 로고
    • An optimized blockwise nonlocal means denoising filter for 3-D magnetic resonance images
    • Coupe P., Yger P., Prima S., Hellier P., Kervrann C., Barillot C. An optimized blockwise nonlocal means denoising filter for 3-D magnetic resonance images. IEEE Trans Med Imaging 2008, 27:425-441.
    • (2008) IEEE Trans Med Imaging , vol.27 , pp. 425-441
    • Coupe, P.1    Yger, P.2    Prima, S.3    Hellier, P.4    Kervrann, C.5    Barillot, C.6
  • 32
    • 79960229629 scopus 로고    scopus 로고
    • Inverse determination of the penalty parameter in penalized weighted least-squares algorithm for noise reduction of low-dose CBCT
    • Wang J., Guan H., Solberg T. Inverse determination of the penalty parameter in penalized weighted least-squares algorithm for noise reduction of low-dose CBCT. Med Phys 2011, 38:4066-4072.
    • (2011) Med Phys , vol.38 , pp. 4066-4072
    • Wang, J.1    Guan, H.2    Solberg, T.3
  • 33
    • 0041958932 scopus 로고
    • Ideal spatial adaptation via wavelet shrinkage
    • Donoho D.L., Johnstone I.M. Ideal spatial adaptation via wavelet shrinkage. Biometrika 1994, 81:425-455.
    • (1994) Biometrika , vol.81 , pp. 425-455
    • Donoho, D.L.1    Johnstone, I.M.2
  • 34
    • 79952159153 scopus 로고    scopus 로고
    • Noise-resolution tradeoffs in X-ray CT imaging: a comparison of penalized alternating
    • Evans J.D., Politte D.G., Whiting B.R., O'Sullivan J.A., Williamson J.F. Noise-resolution tradeoffs in X-ray CT imaging: a comparison of penalized alternating. Med Phys 2011, 38:1444-1458.
    • (2011) Med Phys , vol.38 , pp. 1444-1458
    • Evans, J.D.1    Politte, D.G.2    Whiting, B.R.3    O'Sullivan, J.A.4    Williamson, J.F.5
  • 37
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett T. An introduction to ROC analysis. Pattern Recogn Lett 2006, 27:861-874.
    • (2006) Pattern Recogn Lett , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 38
    • 0022470978 scopus 로고
    • ROC methodology in radiological imaging
    • Metz C.E. ROC methodology in radiological imaging. Invest Radiol 1986, 21:720-733.
    • (1986) Invest Radiol , vol.21 , pp. 720-733
    • Metz, C.E.1
  • 39
    • 0023502720 scopus 로고
    • Addition of a channel mechanism to the ideal-observer model
    • Myers K.J., Barrett H.H. Addition of a channel mechanism to the ideal-observer model. J Opt Soc Am 1987, 4:2447-2457.
    • (1987) J Opt Soc Am , vol.4 , pp. 2447-2457
    • Myers, K.J.1    Barrett, H.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.