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Volumn 57, Issue 5 PART 1, 2010, Pages 2587-2598

Statistical sinogram smoothing for low-dose CT with segmentation-based adaptive filtering

Author keywords

Low dose CT; maximum a posterior (MAP); noise reduction; segmentation; statistical sinogram smoothing

Indexed keywords

LOW-DOSE CT; MAXIMUM A POSTERIORS; NOISE REDUCTION; SEGMENTATION; STATISTICAL SINOGRAM SMOOTHING;

EID: 79953811027     PISSN: 00189499     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNS.2010.2060356     Document Type: Article
Times cited : (61)

References (29)
  • 1
    • 0042845953 scopus 로고    scopus 로고
    • National conference on dose reduction in CT, with an emphasis on pediatric patients
    • O. W. Linton, A. Fred, and F. A. Mettler, "National conference on dose reduction in CT, with an emphasis on pediatric patients," in Amer. J. Roentgen, 2003, vol. 181, pp. 321-329. (Pubitemid 36909472)
    • (2003) American Journal of Roentgenology , vol.181 , Issue.2 , pp. 321-329
    • Linton, O.W.1    Mettler Jr., F.A.2
  • 2
    • 84858269774 scopus 로고    scopus 로고
    • Artifacts in spiral X-ray CT scanners: Problems and solutions
    • M. Yazdi and L. Beaulieu, "Artifacts in spiral X-ray CT scanners: Problems and solutions," Int. J. Biol. Med. Sci., vol. 4, no. 3, pp. 135-139, 2009.
    • (2009) Int. J. Biol. Med. Sci. , vol.4 , Issue.3 , pp. 135-139
    • Yazdi, M.1    Beaulieu, L.2
  • 3
    • 0031794571 scopus 로고    scopus 로고
    • Adaptive streak artifact reduction in computed tomography resulting from excessive x-ray photon noise
    • DOI 10.1118/1.598410
    • J. Hsieh, "Adaptive streak artifact reduction in computed tomography resulting from excessive X-ray photon noise," Med. Phys., vol. 25, pp. 2139-2147, 1998. (Pubitemid 28530103)
    • (1998) Medical Physics , vol.25 , Issue.11 , pp. 2139-2147
    • Hsieh, J.1
  • 4
    • 0035554667 scopus 로고    scopus 로고
    • Noise properties of low-dose CT projections and noise treatment by scale transformations
    • H. Lu, I. Hsiao, X. Li, and Z. Liang, "Noise properties of low-dose CT projections and noise treatment by scale transformations," in Proc. IEEE NSS-MIC Conf. Rec., 2001, vol. 3, pp. 1662-1666.
    • (2001) Proc. IEEE NSS-MIC Conf. Rec. , vol.3 , pp. 1662-1666
    • Lu, H.1    Hsiao, I.2    Li, X.3    Liang, Z.4
  • 5
    • 0035052748 scopus 로고    scopus 로고
    • Generalized multi-dimensional adaptive filtering for conventional and spiral single-slice, multi-slice, and cone-beam CT
    • DOI 10.1118/1.1358303
    • M. Kachelrieß, O. Watzke, and W. A. Kalender, "Generalized multi-dimensional adaptive filtering for conventional and spiral single-slice,multi-slice, and cone-beam CT," Med. Phys., vol. 28, pp. 475-490, 2001. (Pubitemid 32323299)
    • (2001) Medical Physics , vol.28 , Issue.4 , pp. 475-490
    • Kachelriess, M.1    Watzke, O.2    Kalender, W.A.3
  • 6
    • 0036032163 scopus 로고    scopus 로고
    • Noise/dose reduction and image improvements in screening virtual colonoscopy with tube currents of 20 mAs with nonlinear Gaussian filter chains
    • DOI 10.1117/12.463582
    • G. F. Rust, V. Aurich, and M. Reiser, "Noise/dose reduction and image improvements in screening virtual colonoscopy with tube currents of 20 mAs with nonlinear Gaussian filter chains," in Proc. SPIE Medical Imaging, San Diego, CA, Feb. 23-28, 2002, vol. 4683, pp. 186-197. (Pubitemid 35237201)
    • (2002) Proceedings of SPIE - The International Society for Optical Engineering , vol.4683 , pp. 186-197
    • Rust, G.-F.1    Aurich, V.2    Reiser, M.3
  • 7
    • 33645693009 scopus 로고    scopus 로고
    • Local noise weighted filtering for emphysema scoring of Low-Dose CT images
    • Apr.
    • A. M. R. Schilham, B. Arnold, H. Gietema, and M. Prokop, "Local noise weighted filtering for emphysema scoring of Low-Dose CT images," IEEE Trans. Med. Imag., vol. 25, pp. 451-463, Apr. 2006.
    • (2006) IEEE Trans. Med. Imag. , vol.25 , pp. 451-463
    • Schilham, A.M.R.1    Arnold, B.2    Gietema, H.3    Prokop, M.4
  • 8
    • 50249153697 scopus 로고    scopus 로고
    • Adaptive wiener filter based on Gaussian mixture model for denoising chest Xray CT image
    • M. Tabuchi, N. Yanmane, and Y. Morikawa, "Adaptive wiener filter based on Gaussian mixture model for denoising chest Xray CT image," in Proc. SICE Annu. Conf., 2007, pp. 682-689.
    • (2007) Proc. SICE Annu. Conf. , pp. 682-689
    • Tabuchi, M.1    Yanmane, N.2    Morikawa, Y.3
  • 9
    • 0021327145 scopus 로고
    • EM reconstruction algorithms for emission and transmission tomography
    • K. Lange and R. Carson, "EM reconstruction algorithms for emission and transmission tomography," J. Comput. Assist. Tomogr, vol. 8, pp. 306-316, 1984. (Pubitemid 14169679)
    • (1984) Journal of Computer Assisted Tomography , vol.8 , Issue.2 , pp. 306-316
    • Lange, K.1    Carson, R.2
  • 10
    • 0027542459 scopus 로고
    • A local update strategy for iterative reconstruction form projections
    • Feb.
    • K. Sauer and C. Bouman, "A local update strategy for iterative reconstruction form projections," IEEE Trans. Signal Process., vol. 41, no. 2, pp. 534-548, Feb. 1993.
    • (1993) IEEE Trans. Signal Process. , vol.41 , Issue.2 , pp. 534-548
    • Sauer, K.1    Bouman, C.2
  • 11
    • 0036462553 scopus 로고    scopus 로고
    • Statistical image reconstruction for polyenergetic X-ray computed tomography
    • Feb.
    • I. A. Elbakri and J. A. Fessler, "Statistical image reconstruction for polyenergetic X-ray computed tomography," IEEE Trans. Med. Imag., vol. 21, pp. 88-99, Feb. 2002.
    • (2002) IEEE Trans. Med. Imag. , vol.21 , pp. 88-99
    • Elbakri, I.A.1    Fessler, J.A.2
  • 12
    • 0038040610 scopus 로고    scopus 로고
    • Statistical regularization in linearized microwave imaging through MRF-Based MAP estimation: Hyperparameter estimation and image computation
    • May
    • V. Pascazio and G. Ferraniuolo, "Statistical regularization in linearized microwave imaging through MRF-Based MAP estimation: Hyperparameter estimation and image computation," IEEE Trans. Image Process., vol. 12, no. 5, pp. 572-582, May 2003.
    • (2003) IEEE Trans. Image Process. , vol.12 , Issue.5 , pp. 572-582
    • Pascazio, V.1    Ferraniuolo, G.2
  • 13
    • 0036033694 scopus 로고    scopus 로고
    • Analytical noise treatment for low-dose CT projection data by penalized weighted least-square smoothing in the K-L domain
    • DOI 10.1117/12.465552
    • H. Lu, X. Li, I. T. Hsiao, and Z. Liang, "Analytical treatment of noise for Low-Dose CT projection data by penalized weighted Least-Square smoothing in the K-L domain," in Proc. SPIE Medical Imaging, 2002, vol. 4682, pp. 146-152. (Pubitemid 35237107)
    • (2002) Proceedings of SPIE - The International Society for Optical Engineering , vol.4682 , pp. 146-152
    • Lu, H.1    Li, X.2    Hsiao, I.-T.3    Liang, Z.4
  • 14
    • 8344272167 scopus 로고    scopus 로고
    • Nonlinear sinogram smoothing for Low-Dose X-ray CT
    • Oct.
    • T. Li, X. Li, J.Wang, J.Wen, H. Lu, J. Hsieh, and Z. Liang, "Nonlinear sinogram smoothing for Low-Dose X-ray CT," IEEE Trans. Nucl. Sci., vol. 51, no. 5, pp. 2505-2513, Oct. 2004.
    • (2004) IEEE Trans. Nucl. Sci. , vol.51 , Issue.5 , pp. 2505-2513
    • Li, T.1    Li, X.2    Wang, J.3    Wen, J.4    Lu, H.5    Hsieh, J.6    Liang, Z.7
  • 15
    • 33746333285 scopus 로고    scopus 로고
    • Noise reduction for low-dose single-slice helical CT sinograms
    • DOI 10.1109/TNS.2006.874955, 1645020
    • J. Wang, T. Li, H. Lu, and Z. Liang, "Noise reduction for Low-Dose Single-Slice helical CT sinograms," IEEE Trans. Nucl. Sci, vol. 53, no. 3, pp. 1230-1237, Jun. 2006. (Pubitemid 44109419)
    • (2006) IEEE Transactions on Nuclear Science , vol.53 , Issue.3 , pp. 1230-1237
    • Wang, J.1    Li, T.2    Lu, H.3    Liang, Z.4
  • 16
    • 33947260155 scopus 로고    scopus 로고
    • Penalized weighted least-squares approach to sinogram noise reduction and image reconstruction for low-dose X-ray computed tomography
    • DOI 10.1109/TMI.2006.882141
    • J.Wang, T. Li, H. Lu, and Z. Liang, "Penalized weighted least-squares approach to sinogram noise reduction and image reconstruction for Low-Dose X-ray computed tomography," IEEE Trans. Med. Imag., vol. 25, pp. 1272-1283, Oct. 2006. (Pubitemid 46417077)
    • (2006) IEEE Transactions on Medical Imaging , vol.25 , Issue.10 , pp. 1272-1283
    • Wang, J.1    Li, T.2    Lu, H.3    Liang, Z.4
  • 17
    • 39749194408 scopus 로고    scopus 로고
    • Multiscale penalized weighted least-squares sinogram restoration for low-dose X-ray computed tomography
    • DOI 10.1109/TBME.2007.909531
    • J. Wang, H. Lu, J. Wen, and Z. Liang, "Multiscale penalized weighted Least-Squares sinogram restoration for Low-Dose X-ray computed tomography," IEEE Trans. Biomed. Eng., vol. 55, pp. 1022-1031, Mar. 2008. (Pubitemid 351301227)
    • (2008) IEEE Transactions on Biomedical Engineering , vol.55 , Issue.3 , pp. 1022-1031
    • Wang, J.1    Lu, H.2    Wen, J.3    Liang, Z.4
  • 18
    • 21144458117 scopus 로고    scopus 로고
    • Penalized-Likelihood sinogram smoothing for low dose CT
    • Mar.
    • P. J. L. Rivière, "Penalized-Likelihood sinogram smoothing for low dose CT," Med. Phys., vol. 32, pp. 1676-1683, Mar. 2005.
    • (2005) Med. Phys. , vol.32 , pp. 1676-1683
    • Rivière, P.J.L.1
  • 19
    • 33746927954 scopus 로고    scopus 로고
    • Penalized-likelihood sinogram restoration for computed tomography
    • DOI 10.1109/TMI.2006.875429, 1661697
    • P. J. L. Rivière, J. Bian, and P. A. Vargas, "Penalized- Likelihood sinogram restoration for computed tomography," IEEE Trans. Med. Imag., vol. 25, pp. 1022-1036, Aug. 2006. (Pubitemid 44192174)
    • (2006) IEEE Transactions on Medical Imaging , vol.25 , Issue.8 , pp. 1022-1036
    • La Riviere, P.J.1    Bian, J.2    Vargas, P.A.3
  • 22
    • 0026840229 scopus 로고
    • Statistical approach to x-ray CT imaging and its applications in image Analysis-Part I: Statistical analysis of x-ray CT imaging
    • Mar.
    • T. Lei and W. Sewchand, "Statistical approach to x-ray CT imaging and its applications in image Analysis-Part I: Statistical analysis of x-ray CT imaging," in IEEE Trans. Med. Imag., Mar. 1992, pp. 53-61.
    • (1992) IEEE Trans. Med. Imag. , pp. 53-61
    • Lei, T.1    Sewchand, W.2
  • 24
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty pictures
    • J. Besag, "On the statistical analysis of dirty pictures," J. Royal Stat. Soc., ser. B, vol. 48, no. 3, pp. 259-302, 1986.
    • (1986) J. Royal Stat. Soc., Ser. B , vol.48 , Issue.3 , pp. 259-302
    • Besag, J.1
  • 25
    • 33746427122 scopus 로고    scopus 로고
    • Graph cuts and efficient N-D image segmentation
    • DOI 10.1007/s11263-006-7934-5
    • Y. Boykov and G. Funka-Lea, "Graph cuts and efficient N-D image segmentation," Int. J. Comput. Vis., vol. 70, no. 2, pp. 109-131, 2006. (Pubitemid 44127252)
    • (2006) International Journal of Computer Vision , vol.70 , Issue.2 , pp. 109-131
    • Boykov, Y.1    Funka-Lea, G.2
  • 26
    • 0742286180 scopus 로고    scopus 로고
    • What energy functions can be minimized via graph cuts?
    • Feb.
    • V. Kolmogorov and R. Zabih, "What energy functions can be minimized via graph cuts?," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 2, pp. 147-159, Feb. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , Issue.2 , pp. 147-159
    • Kolmogorov, V.1    Zabih, R.2
  • 27
    • 4344598245 scopus 로고    scopus 로고
    • An experimental comparison of Min- Cut/Max-Flow algorithms for energy minimization in vision
    • Sep.
    • Y. Boykov and V. Kolmogorov, "An experimental comparison of Min- Cut/Max-Flow algorithms for energy minimization in vision," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 9, pp. 1124-1137, Sep. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , Issue.9 , pp. 1124-1137
    • Boykov, Y.1    Kolmogorov, V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.