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Volumn 57, Issue 7, 2012, Pages 2039-2061

Statistical image reconstruction from limited projection data with intensity priors

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; IMAGE ENHANCEMENT; IMAGE QUALITY; IMAGE RECONSTRUCTION; IMAGE SEGMENTATION; MEDICAL IMAGING; X RAYS;

EID: 84858775372     PISSN: 00319155     EISSN: 13616560     Source Type: Journal    
DOI: 10.1088/0031-9155/57/7/2039     Document Type: Article
Times cited : (31)

References (44)
  • 1
    • 0034919923 scopus 로고    scopus 로고
    • Ordered subsets reconstruction for x-ray CT
    • Beekman F J and Kamphuis C 2001 Ordered subsets reconstruction for x-ray CT Phys. Med. Biol. 46 183544
    • (2001) Phys. Med. Biol. , vol.46 , pp. 1835-1844
    • Beekman, F.J.1    Kamphuis, C.2
  • 3
    • 77949703326 scopus 로고    scopus 로고
    • Normalized iterative hard thresholding: Guaranteed stability and performance
    • Blumensath T and Davies M E 2010 Normalized iterative hard thresholding: guaranteed stability and performance IEEE J. Sel. Top. Signal Process. 4 298309
    • (2010) IEEE J. Sel. Top. Signal Process. , vol.4 , pp. 298-309
    • Blumensath, T.1    Davies, M.E.2
  • 4
    • 36549007486 scopus 로고    scopus 로고
    • Computed tomography - An increasing source of radiation exposure
    • DOI 10.1056/NEJMra072149
    • Brenner D J and Hall E J 2007 Computed tomographyan increasing source of radiation exposure N. Engl. J. Med. 357 227784 (Pubitemid 350190758)
    • (2007) New England Journal of Medicine , vol.357 , Issue.22 , pp. 2277-2284
    • Brenner, D.J.1    Hall, E.J.2
  • 6
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • DOI 10.1109/TIT.2005.862083
    • Cand̀s E J, Romberg J and Tao T 2006 Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information IEEE Trans. Inf. Theory 52 489509 (Pubitemid 43174093)
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.2 , pp. 489-509
    • Candes, E.J.1    Romberg, J.2    Tao, T.3
  • 7
    • 38849164794 scopus 로고    scopus 로고
    • Prior image constrained compressed sensing (PICCS): A method to accurately reconstruct dynamic CT images from highly undersampled projection data sets
    • DOI 10.1118/1.2836423
    • Chen G-H, Tang J and Leng S 2008 Prior image constrained compressed sensing (PICCS): a method to accurately reconstruct dynamic CT images from highly undersampled projection data sets Med. Phys. 35 6603 (Pubitemid 351190885)
    • (2008) Medical Physics , vol.35 , Issue.2 , pp. 660-663
    • Chen, G.-H.1    Tang, J.2    Leng, S.3
  • 8
    • 7044231546 scopus 로고    scopus 로고
    • An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
    • DOI 10.1002/cpa.20042
    • Daubechies I, Defrise M and De Mol C 2004 An iterative thresholding algorithm for linear inverse problems with a sparsity constraint Commun. Pure Appl. Math. 57 141357 (Pubitemid 39427442)
    • (2004) Communications on Pure and Applied Mathematics , vol.57 , Issue.11 , pp. 1413-1457
    • Daubechies, I.1    Defrise, M.2    De Mol, C.3
  • 10
    • 0033181297 scopus 로고    scopus 로고
    • Monotonic algorithms for transmission tomography
    • DOI 10.1109/42.802758
    • Erdogan H and Fessler J A 1999 Monotonic algorithms for transmission tomography IEEE Trans. Med. Imag. 18 80114 (Pubitemid 30519199)
    • (1999) IEEE Transactions on Medical Imaging , vol.18 , Issue.9 , pp. 801-814
    • Erdogan, H.1    Fessler, J.A.2
  • 11
    • 78149337084 scopus 로고    scopus 로고
    • Low-dose x-ray phase-contrast and absorption CT using equally sloped tomography
    • Fahimian B P, Mao Y, Cloetens P and Miao J 2010 Low-dose x-ray phase-contrast and absorption CT using equally sloped tomography Phys. Med. Biol. 55 5383400
    • (2010) Phys. Med. Biol. , vol.55 , pp. 5383-5400
    • Fahimian, B.P.1    Mao, Y.2    Cloetens, P.3    Miao, J.4
  • 12
    • 0029392038 scopus 로고
    • Penalized maximum-likelihood image reconstruction using space-alternating generalized em algorithms
    • Fessler J A and Hero A O 1995 Penalized maximum-likelihood image reconstruction using space-alternating generalized EM algorithms IEEE Trans. Image Process. 4 141729
    • (1995) IEEE Trans. Image Process. , vol.4 , pp. 1417-1429
    • Fessler, J.A.1    Hero, A.O.2
  • 13
    • 0033019616 scopus 로고    scopus 로고
    • Techniques to alleviate the effects of view aliasing artifacts in computed tomography
    • DOI 10.1118/1.598606
    • Galigekere R R, Wiesent K and Holdsworth D W 1999 Techniques to alleviate the effects of view aliasing artifacts in computed tomography Med. Phys. 26 896904 (Pubitemid 29284107)
    • (1999) Medical Physics , vol.26 , Issue.6 , pp. 896-904
    • Galigekere, R.R.1    Wiesent, K.2    Holdsworth, D.W.3
  • 14
    • 54949154867 scopus 로고    scopus 로고
    • Evaluation of iterative sparse object reconstruction from few projections for 3D rotational coronary angiography
    • Hansis E, Schfer D, Dssel O and Grass M 2008 Evaluation of iterative sparse object reconstruction from few projections for 3D rotational coronary angiography IEEE Trans. Med. Imaging 27 154855
    • (2008) IEEE Trans. Med. Imaging , vol.27 , pp. 1548-1555
    • Hansis, E.1    Schfer, D.2    Dssel, O.3    Grass, M.4
  • 15
    • 49749137392 scopus 로고    scopus 로고
    • Image reconstruction from a small number of projections
    • Herman G T and Davidi R 2008 Image reconstruction from a small number of projections Inverse Problems 24 045011
    • (2008) Inverse Problems , vol.24
    • Herman, G.T.1    Davidi, R.2
  • 18
    • 0017395779 scopus 로고
    • The effects of a finite number of projection angles and finite lateral sampling of projections on the propagation of statistical errors in transverse section reconstruction
    • Huesman R H 1977 The effects of a finite number of projection angles and finite lateral sampling of projections on the propagation of statistical errors in transverse section reconstruction Phys. Med. Biol. 22 51121 (Pubitemid 8098454)
    • (1977) Physics in Medicine and Biology , vol.22 , Issue.3 , pp. 511-521
    • Huesman, R.H.1
  • 19
    • 0019166396 scopus 로고
    • View sampling requirements in fan beam computed tomography
    • DOI 10.1118/1.594723
    • Joseph P M and Schulz R A 1980 View sampling requirements in fan beam computed tomography Med. Phys. 7 692702 (Pubitemid 11196065)
    • (1980) Medical Physics , vol.7 , Issue.6 , pp. 692-702
    • Joseph, P.M.1    Schulz, R.A.2
  • 20
    • 17144362895 scopus 로고    scopus 로고
    • Statistical image reconstruction for transmission tomography using relaxed ordered subset algorithms
    • DOI 10.1088/0031-9155/50/7/015
    • Kole J S 2005 Statistical image reconstruction for transmission tomography using relaxed ordered subset algorithms Phys. Med. Biol. 50 153345 (Pubitemid 40524543)
    • (2005) Physics in Medicine and Biology , vol.50 , Issue.7 , pp. 1533-1545
    • Kole, J.S.1
  • 22
    • 0023363121 scopus 로고
    • Theoretical study of some maximum likelihood algorithms for emission and transmission tomography
    • Lange K, Bahn M and Little R 1987 A theoretical study of some maximum likelihood algorithms for emission and transmission tomography IEEE Trans. Med. Imaging 6 10614 (Pubitemid 17614883)
    • (1987) IEEE Transactions on Medical Imaging , vol.MI-6 , Issue.2 , pp. 106-114
    • Lange Kenneth1    Bahn Mark2    Little Roderick3
  • 23
    • 0021327145 scopus 로고
    • EM reconstruction algorithms for emission and transmission tomography
    • Lange K and Carson R 1984 EM reconstruction algorithms for emission and transmission tomography J. Comput. Assist. Tomogr. 8 30616 (Pubitemid 14169679)
    • (1984) Journal of Computer Assisted Tomography , vol.8 , Issue.2 , pp. 306-316
    • Lange, K.1    Carson, R.2
  • 24
    • 0029394375 scopus 로고
    • Globally convergent algorithms for maximum a posteriori transmission tomography
    • Lange K and Fessler J A 1995 Globally convergent algorithms for maximum a posteriori transmission tomography IEEE Trans. Image Process. 4 14308
    • (1995) IEEE Trans. Image Process. , vol.4 , pp. 1430-1438
    • Lange, K.1    Fessler, J.A.2
  • 25
    • 58149240819 scopus 로고    scopus 로고
    • High temporal resolution and streak-free four-dimensional cone-beam computed tomography
    • Leng S, Tang J, Zambelli J, Nett B, Tolakanahalli R and Chen G-H 2008 High temporal resolution and streak-free four-dimensional cone-beam computed tomography Phys. Med. Biol. 53 565373
    • (2008) Phys. Med. Biol. , vol.53 , pp. 5653-5673
    • Leng, S.1    Tang, J.2    Zambelli, J.3    Nett, B.4    Tolakanahalli, R.5    Chen, G.-H.6
  • 26
    • 3342925349 scopus 로고    scopus 로고
    • Improved iterative algorithm for sparse object reconstruction and its performance evaluation with micro-CT data
    • Li M, Kudo H, Hu J and Johnson R H 2004 Improved iterative algorithm for sparse object reconstruction and its performance evaluation with micro-CT data IEEE Trans. Nucl. Sci. 51 65966
    • (2004) IEEE Trans. Nucl. Sci. , vol.51 , pp. 659-666
    • Li, M.1    Kudo, H.2    Hu, J.3    Johnson, R.H.4
  • 27
    • 0037036596 scopus 로고    scopus 로고
    • An accurate iterative reconstruction algorithm for sparse objects: Application to 3D blood-vessel reconstruction from a limited number of projections
    • Li M, Yang H and Kudo H 2002 An accurate iterative reconstruction algorithm for sparse objects: application to 3D blood-vessel reconstruction from a limited number of projections Phys. Med. Biol. 47 2599609
    • (2002) Phys. Med. Biol. , vol.47 , pp. 2599-2609
    • Li, M.1    Yang, H.2    Kudo, H.3
  • 28
  • 30
    • 0020332057 scopus 로고
    • Iterative reconstruction-reprojection: An algorithm for limited data cardiac-computed tomography
    • Nassi M, Brody W R, Medoff B P and Macovski A 1982 Iterative reconstruction-reprojection: an algorithm for limited data cardiac-computed tomography IEEE Trans. Biomed. Eng. 29 33341
    • (1982) IEEE Trans. Biomed. Eng. , vol.29 , pp. 333-341
    • Nassi, M.1    Brody, W.R.2    Medoff, B.P.3    MacOvski, A.4
  • 33
    • 0005416651 scopus 로고    scopus 로고
    • Generalized support constraint for three-dimensional reconstruction from incomplete Fourier spectra
    • Payot E, Pr̂teux F J, Trousset Y and Guillemaud R 1997 Generalized support constraint for three-dimensional reconstruction from incomplete Fourier spectra J. Electron. Imaging 6 42638 (Pubitemid 127448524)
    • (1997) Journal of Electronic Imaging , vol.6 , Issue.4 , pp. 426-438
    • Payot, E.1    Preteux, F.J.2    Trousset, Y.3    Guillemaud, R.4
  • 34
    • 0035104021 scopus 로고    scopus 로고
    • Total variation norm for three-dimensional iterative reconstruction in limited view angle tomography
    • DOI 10.1088/0031-9155/46/3/318, PII S0031915501164493
    • Persson M, Bone D and Elmqvist H 2001 Total variation norm for three-dimensional iterative reconstruction in limited view angle tomography Phys. Med. Biol. 46 85366 (Pubitemid 32219728)
    • (2001) Physics in Medicine and Biology , vol.46 , Issue.3 , pp. 853-866
    • Persson, M.1    Bone, D.2    Elmqvist, H.3
  • 35
    • 0022368768 scopus 로고
    • Algorithms for limited-view computed tomography: An anotated bibliography and a challenge
    • Rangayyan R, Dhawan A P and Gordon R 1985 Algorithms for limited-view computed tomography: an annotated bibliography and a challenge Appl. Opt. 24 400012 (Pubitemid 16207888)
    • (1985) Applied Optics , vol.24 , Issue.23 , pp. 4000-4012
    • Rangayyan, R.1    Prakash Dhawan, A.2    Gordon, R.3
  • 37
    • 44049111982 scopus 로고
    • Nonlinear total variation based noise removal algorithms
    • Rudin L I, Osher S and Fatemi E 1992 Nonlinear total variation based noise removal algorithms Physica D 60 25968
    • (1992) Physica , vol.60 , pp. 259-268
    • Rudin, L.I.1    Osher, S.2    Fatemi, E.3
  • 38
    • 0028516435 scopus 로고
    • Bayesian estimation of 3D objects from few radiographs
    • Sauer K, James S Jr and Klifa C 1994 Bayesian estimation of 3D objects from few radiographs IEEE Trans. Nucl. Sci. 41 178090
    • (1994) IEEE Trans. Nucl. Sci. , vol.41 , pp. 1780-1790
    • Sauer, K.1    James Jr., S.2    Klifa, C.3
  • 39
    • 33745162201 scopus 로고    scopus 로고
    • Accurate image reconstruction from few-views and limited-angle data in divergent-beam CT
    • Sidky E Y, Kao C-M and Pan X 2006 Accurate image reconstruction from few-views and limited-angle data in divergent-beam CT J. x-Ray Sci. Technol. 14 11939 (Pubitemid 43893801)
    • (2006) Journal of X-Ray Science and Technology , vol.14 , Issue.2 , pp. 119-139
    • Sidky, E.Y.1    Kao, C.-M.2    Pan, X.3
  • 40
    • 51849124226 scopus 로고    scopus 로고
    • Image reconstruction in circular cone-beam computed tomography by constrained, total-variation minimization
    • Sidky E Y and Pan X 2008 Image reconstruction in circular cone-beam computed tomography by constrained, total-variation minimization Phys. Med. Biol. 53 4777807
    • (2008) Phys. Med. Biol. , vol.53 , pp. 4777-4807
    • Sidky, E.Y.1    Pan, X.2
  • 42
    • 35648981849 scopus 로고    scopus 로고
    • Sparseness prior based iterative image reconstruction for retrospectively gated cardiac micro-CT
    • DOI 10.1118/1.2795830
    • Song J, Liu Q H, Johnson G A and Badea C T 2007 Sparseness prior based iterative image reconstruction for retrospectively gated cardiac micro-CT Med. Phys. 34 447683 (Pubitemid 350029668)
    • (2007) Medical Physics , vol.34 , Issue.11 , pp. 4476-4483
    • Song, J.1    Liu, Q.H.2    Johnson, G.A.3    Badea, C.T.4
  • 43
    • 70350645492 scopus 로고    scopus 로고
    • Performance comparison between total variation (TV)-based compressed sensing and statistical iterative reconstruction algorithms
    • Tang J, Nett B E and Chen G-H 2009 Performance comparison between total variation (TV)-based compressed sensing and statistical iterative reconstruction algorithms Phys. Med. Biol. 54 5781804
    • (2009) Phys. Med. Biol. , vol.54 , pp. 5781-5804
    • Tang, J.1    Nett, B.E.2    Chen, G.-H.3


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