21.8.4.5 Statistical, Bayesian Tomographic Image Reconstruction

Frese, T., Bouman, C.A., Sauer, K.D.,
Adaptive wavelet graph model for bayesian tomographic reconstruction,
IP(11), No. 7, July 2002, pp. 756-770.
IEEE DOI 0207
BibRef

Sauer, K.D., Bouman, C.A.,
Maximum likelihood dosage estimation for Bayesian transmission tomography,
ICIP94(II: 844-848).
IEEE DOI 9411
BibRef

Bouman, C.A., Sauer, K.D.,
A unified approach to statistical tomography using coordinate descent optimization,
IP(5), No. 3, March 1996, pp. 480-492.
IEEE DOI 0402
BibRef

Sauer, K.D., Borman, S., Bouman, C.A.,
Parallel computation of sequential pixel updates in statistical tomographic reconstruction,
ICIP95(II: 93-96).
IEEE DOI 9510
BibRef

Saquib, S., Zheng, J., Bouman, C.A., Sauer, K.D.,
Provably convergent coordinate descent in statistical tomographic reconstruction,
ICIP96(II: 741-744).
IEEE DOI 9610
BibRef

Mohan, K.A., Xiao, X., Bouman, C.A.,
Direct model-based tomographic reconstruction of the complex refractive index,
ICIP16(1754-1758)
IEEE DOI 1610
Absorption BibRef

Elbakri, I.A., Fessler, J.A.,
Statistical image reconstruction for polyenergetic X-ray computed tomography,
MedImg(21), No. 2, February 2002, pp. 89-99.
IEEE Top Reference. 0204
BibRef

Hsiao, I.T.[Ing-Tsung], Rangarajan, A., Gindi, G.[Gene],
Joint-MAP Bayesian tomographic reconstruction with a gamma-mixture prior,
IP(11), No. 12, December 2002, pp. 1466-1477.
IEEE DOI 0301
BibRef

Hsiao, I.T.[Ing-Tsung], Rangarajan, A., Gindi, G.,
A new convex edge-preserving median prior with applications to tomography,
MedImg(22), No. 5, May 2003, pp. 580-585.
IEEE Abstract. 0307
BibRef

Hyde, D., Miller, E., Brooks, D.H., Ntziachristos, V.,
A Statistical Approach to Inverting the Born Ratio,
MedImg(26), No. 7, July 2007, pp. 893-905.
IEEE DOI 0707
BibRef

Chen, Y.[Yang], Ma, J.H.[Jian-Hua], Feng, Q.J.[Qian-Jin], Luo, L.M.[Li-Min], Shi, P.C.[Peng-Cheng], Chen, W.F.[Wu-Fan],
Nonlocal Prior Bayesian Tomographic Reconstruction,
JMIV(30), No. 2, February 2008, pp. 133-146.
Springer DOI 0801
BibRef

Wang, G.B.[Guo-Bao], Schultz, L.J., Qi, J.Y.[Jin-Yi],
Bayesian Image Reconstruction for Improving Detection Performance of Muon Tomography,
IP(18), No. 5, May 2009, pp. 1080-1089.
IEEE DOI 0904
BibRef
Earlier: A1, A3, Only:
Statistical image reconstruction for muon tomography using Gaussian scale mixture model,
ICIP08(2948-2951).
IEEE DOI 0810

See also PET Image Reconstruction Using Kernel Method. BibRef

Xu, J.Y., Taguchi, K., Tsui, B.M.W.,
Statistical Projection Completion in X-ray CT Using Consistency Conditions,
MedImg(29), No. 8, August 2010, pp. 1528-1540.
IEEE DOI 1008
BibRef

Xu, J.Y.[Jing-Yan], Tsui, B.M.W.,
Quantifying the Importance of the Statistical Assumption in Statistical X-ray CT Image Reconstruction,
MedImg(33), No. 1, January 2014, pp. 61-73.
IEEE DOI 1402
Gaussian distribution
See also Electronic Noise Modeling in Statistical Iterative Reconstruction. BibRef

Autieri, R., Ferraiuolo, G., Pascazio, V.,
Bayesian Regularization in Nonlinear Imaging: Reconstructions From Experimental Data in Nonlinearized Microwave Tomography,
GeoRS(49), No. 2, February 2011, pp. 801-813.
IEEE DOI 1102
BibRef

Xu, Q., Mou, X., Wang, G., Sieren, J., Hoffman, E.A., Yu, H.,
Statistical Interior Tomography,
MedImg(30), No. 5, May 2011, pp. 1116-1128.
IEEE DOI 1105
BibRef

Ramani, S., Fessler, J.A.,
A Splitting-Based Iterative Algorithm for Accelerated Statistical X-Ray CT Reconstruction,
MedImg(31), No. 3, March 2012, pp. 677-688.
IEEE DOI 1203
BibRef

Cho, J.H., Fessler, J.A.,
Regularization Designs for Uniform Spatial Resolution and Noise Properties in Statistical Image Reconstruction for 3-D X-ray CT,
MedImg(34), No. 2, February 2015, pp. 678-689.
IEEE DOI 1502
Approximation methods BibRef

Schirra, C.O., Roessl, E., Koehler, T., Brendel, B., Thran, A., Pan, D., Anastasio, M.A., Proksa, R.,
Statistical Reconstruction of Material Decomposed Data in Spectral CT,
MedImg(32), No. 7, 2013, pp. 1249-1257.
IEEE DOI 1307
computerised tomography BibRef

Long, Y., Fessler, J.A.,
Multi-Material Decomposition Using Statistical Image Reconstruction for Spectral CT,
MedImg(33), No. 8, August 2014, pp. 1614-1626.
IEEE DOI 1408
Attenuation BibRef

López, A., Martín, J.M., Molina, R., Katsaggelos, A.K.,
Transmission Tomography Reconstruction Using Compound Gauss-Markov Random Fields and Ordered Subsets,
ICIAR06(II: 559-569).
Springer DOI 0610
BibRef

López, A.[Antonio], Molina, R.[Rafael], Katsaggelos, A.K.[Aggelos K.],
Bayesian Reconstruction for Transmission Tomography with Scale Hyperparameter Estimation,
IbPRIA05(II:455).
Springer DOI 0509
BibRef
Earlier:
Hyperparameter Estimation for Emission Computed Tomography Data,
ICIP99(II:677-680).
IEEE DOI BibRef

Mallick, S.P.[Satya P.], Agarwal, S.[Sameer], Kriegman, D.J.[David J.], Belongie, S.J.[Serge J.], Carragher, B.[Bridget], Potter, C.S.[Clinton S.],
Structure and View Estimation for Tomographic Reconstruction: A Bayesian Approach,
CVPR06(II: 2253-2260).
IEEE DOI 0606
BibRef

Phan, H.[Huy], Sauer, K.D.,
Computationally efficient 3-D statistical reconstruction from digitized radiographs,
ICIP95(III: 29-32).
IEEE DOI 9510
BibRef

Chapter on Medical Applications, CAT, MRI, Ultrasound, Heart Models, Brain Models continues in
Tomographic Images, Artifact Removal, Artefacts, Enhancement .