Fetching the paper…
Reading the bibliography…
The development of energy selective, photon counting X-ray detectors allows for a wide range of new possibilities in the area of computed tomographic image formation.
L. Tucker, “Some mathematical notes on three-mode factor analysis,” Psychometrika , vol. 31, no. 3, pp. 279–311, 1966
1966
Earlier work this paper cites.
J. Carroll and J. Chang, “Analysis of individual differences in multidimensional scaling via an n-way generalization of “eckart-young” decomposition,” Psychometrika , vol. 35, no. 3, pp. 283–319, 1970
1970
Earlier work this paper cites.
M. Slaney and A. Kak, “Principles of computerized tomographic imaging,” SIAM, Philadelphia , 1988
1988
Earlier work this paper cites.
M. Turk and A. Pentland, “Face recognition using eigenfaces,” in Computer Vision and Pattern Recognition, 1991. Proceedings CVPR’91., IEEE Computer Society Conference on . IEEE, 1991, pp. 586–591
1991
Earlier work this paper cites.
L. Rudin, S. Osher, and E. Fatemi, “Nonlinear total variation based noise removal algorithms,” Physica D: Nonlinear Phenomena , vol. 60, no. 1, pp. 259–268, 1992
1992
Earlier work this paper cites.
K. Sauer and C. Bouman, “A local update strategy for iterative reconstruction from projections,” Signal Processing, IEEE Transactions on , vol. 41, no. 2, pp. 534–548, 1993
1993
Earlier work this paper cites.
C. Bouman and K. Sauer, “A unified approach to statistical tomography using coordinate descent optimization,” Image Processing, IEEE Transactions on , vol. 5, no. 3, pp. 480–492, mar 1996
1996
Earlier work this paper cites.
G. Golub and C. Van Loan, Matrix computations . Johns Hopkins University Press, 1996, vol. 3
1996
Earlier work this paper cites.
C. Vogel and M. Oman, “Fast, robust total variation-based reconstruction of noisy, blurred images,” Image Processing, IEEE Transactions on , vol. 7, no. 6, pp. 813–824, 1998
1998
Earlier work this paper cites.
M. Guide, “The mathworks inc,” Natick, MA , vol. 4, 1998
1998
Earlier work this paper cites.
M. Berger, J. Hubbell, S. Seltzer, J. Chang, J. Coursey, R. Sukumar, and D. Zucker, “Xcom: Photon cross sections database,” NIST Standard Reference Database , vol. 8, pp. 87–3597, 1998
1998
Earlier work this paper cites.
D. Bertsekas, “Nonlinear programming,” 1999
1999
Earlier work this paper cites.
L. De Lathauwer, B. De Moor, and J. Vandewalle, “A multilinear singular value decomposition,” SIAM Journal on Matrix Analysis and Applications , vol. 21, no. 4, pp. 1253–1278, 2000
2000
Earlier work this paper cites.
J. Beutel, Handbook of medical imaging: Physics and psychophysics . Spie Press, 2000, vol. 1
2000
Earlier work this paper cites.
B. De Man, J. Nuyts, P. Dupont, G. Marchal, and P. Suetens, “An iterative maximum-likelihood polychromatic algorithm for ct,” Medical Imaging, IEEE Transactions on , vol. 20, no. 10, pp. 999–1008, 2001
2001
Earlier work this paper cites.
M. Fazel, H. Hindi, and S. Boyd, “A rank minimization heuristic with application to minimum order system approximation,” in American Control Conference, 2001. Proceedings of the 2001 , vol. 6. IEEE, 2001, pp. 4734–4739
2001
Earlier work this paper cites.
I. Elbakri and J. Fessler, “Statistical image reconstruction for polyenergetic x-ray computed tomography,” Medical Imaging, IEEE Transactions on , vol. 21, no. 2, pp. 89–99, 2002
2002
Earlier work this paper cites.
M. Vasilescu and D. Terzopoulos, “Multilinear image analysis for facial recognition,” in Pattern Recognition, 2002. Proceedings. 16th International Conference on , vol. 2. IEEE, 2002, pp. 511–514
2002
Earlier work this paper cites.
S. Singh and M. Singh, “Explosives detection systems (EDS) for aviation security,” Signal Processing , vol. 83, no. 1, pp. 31–55, 2003
2003
Earlier work this paper cites.
C. Andersen and R. Bro, “Practical aspects of parafac modeling of fluorescence excitation-emission data,” Journal of Chemometrics , vol. 17, no. 4, pp. 200–215, 2003
2003
Earlier work this paper cites.
R. Bro and H. Kiers, “A new efficient method for determining the number of components in parafac models,” Journal of Chemometrics , vol. 17, no. 5, pp. 274–286, 2003
2003
Earlier work this paper cites.
A. Chambolle, “An algorithm for total variation minimization and applications,” Journal of Mathematical imaging and vision , vol. 20, no. 1, pp. 89–97, 2004
2004
Earlier work this paper cites.
B. De Man and S. Basu, “Distance-driven projection and backprojection in three dimensions,” Physics in medicine and biology , vol. 49, no. 11, p. 2463, 2004
2004
Earlier work this paper cites.
J. Ye, “Generalized low rank approximations of matrices,” Machine Learning , vol. 61, no. 1, pp. 167–191, 2005
2005
Earlier work this paper cites.
I. Jolliffe, Principal component analysis . Wiley Online Library, 2005
2005
Earlier work this paper cites.
M. Elad, J. Starck, P. Querre, and D. Donoho, “Simultaneous cartoon and texture image inpainting using morphological component analysis (mca),” Applied and Computational Harmonic Analysis , vol. 19, no. 3, pp. 340–358, 2005
2005
Earlier work this paper cites.
B. Whiting, P. Massoumzadeh, O. Earl, J. OSullivan, D. Snyder, and J. Williamson, “Properties of preprocessed sinogram data in x-ray computed tomography,” Medical physics , vol. 33, p. 3290, 2006
2006
Cited alongside, same era.
Z. Ying, R. Naidu, and C. Crawford, “Dual energy computed tomography for explosive detection,” J. of X-ray Sci. and Tech. , vol. 14, no. 4, pp. 235–256, 2006
2006
Cited alongside, same era.
D. Donoho, “Compressed sensing,” Information Theory, IEEE Transactions on , vol. 52, no. 4, pp. 1289–1306, 2006
2006
Cited alongside, same era.
G. Wang, H. Yu, and B. De Man, “An outlook on x-ray ct research and development,” Medical physics , vol. 35, p. 1051, 2008
2008
Cited alongside, same era.
P. Shikhaliev, “Energy-resolved computed tomography: first experimental results,” Physics in medicine and biology , vol. 53, p. 5595, 2008
2008
M. Signoretto, L. De Lathauwer, and J. Suykens, “Nuclear norms for tensors and their use for convex multilinear estimation,” Technical Report 10-186, ESAT-SISTA, K.U.Leuven , 2010
2010
Later among the works it cites.
M. V. Afonso, J. M. Bioucas-Dias, and M. A. Figueiredo, “Fast image recovery using variable splitting and constrained optimization,” Image Processing, IEEE Transactions on , vol. 19, no. 9, pp. 2345–2356, 2010
2010
Later among the works it cites.
M. A. Figueiredo and J. M. Bioucas-Dias, “Restoration of poissonian images using alternating direction optimization,” Image Processing, IEEE Transactions on , vol. 19, no. 12, pp. 3133–3145, 2010
2010
Later among the works it cites.
H. Gao, H. Yu, S. Osher, and G. Wang, “Multi-energy ct based on a prior rank, intensity and sparsity model (prism),” Inverse problems , vol. 27, p. 115012, 2011
2011
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
J. Schlomka, E. Roessl, R. Dorscheid, S. Dill, G. Martens, T. Istel, C. Bäumer, C. Herrmann, R. Steadman, G. Zeitler et al. , “Experimental feasibility of multi-energy photon-counting k-edge imaging in pre-clinical computed tomography,” Physics in medicine and biology , vol. 53, p. 4031, 2008
2008
Cited alongside, same era.
2008
Cited alongside, same era.
T. Kolda and J. Sun, “Scalable tensor decompositions for multi-aspect data mining,” in Data Mining, 2008. ICDM’08. Eighth IEEE International Conference on . IEEE, 2008, pp. 363–372
2008
Cited alongside, same era.
E. Sidky and X. Pan, “Image reconstruction in circular cone-beam computed tomography by constrained, total-variation minimization,” Physics in medicine and biology , vol. 53, p. 4777, 2008
2008
Cited alongside, same era.
F. Woolfe, E. Liberty, V. Rokhlin, and M. Tygert, “A fast randomized algorithm for the approximation of matrices,” Applied and Computational Harmonic Analysis , vol. 25, no. 3, pp. 335–366, 2008
2008
Cited alongside, same era.
S. Ahn and R. Leahy, “Analysis of resolution and noise properties of nonquadratically regularized image reconstruction methods for pet,” Medical Imaging, IEEE Transactions on , vol. 27, no. 3, pp. 413–424, 2008
2008
Cited alongside, same era.
X. Pan, E. Sidky, and M. Vannier, “Why do commercial ct scanners still employ traditional, filtered back-projection for image reconstruction?” Inverse problems , vol. 25, p. 123009, 2009
2009
Cited alongside, same era.
P. Shikhaliev and S. Fritz, “Photon counting spectral ct versus conventional ct: comparative evaluation for breast imaging application,” Physics in medicine and biology , vol. 56, p. 1905, 2011
2011
Later among the works it cites.
S. Gandy, B. Recht, and I. Yamada, “Tensor completion and low-n-rank tensor recovery via convex optimization,” Inverse Problems , vol. 27, p. 025010, 2011
2011
Later among the works it cites.
M. Signoretto, R. Van de Plas, B. De Moor, and J. Suykens, “Tensor versus matrix completion: a comparison with application to spectral data,” IEEE Signal Processing Letters , vol. 18, no. 7, p. 403, 2011
2011
Later among the works it cites.
M. Signoretto, Q. Dinh, L. De Lathauwer, and J. Suykens, “Learning with tensors: a framework based on convex optimization and spectral regularization,” Internal Report 11-129, ESATSISTA, KU Leuven (Leuven, Belgium), Tech. Rep., 2011
2011
Later among the works it cites.
M. E. Kilmer and C. D. Martin, “Factorization strategies for third-order tensors,” Linear Algebra and its Applications , vol. 435, no. 3, pp. 641 – 658, 2011, ¡ce:title¿Special Issue: Dedication to Pete Stewart on the occasion of his 70th birthday¡/ce:title¿. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0024379510004830
2011
Later among the works it cites.
M. KILMER, K. BRAMAN, N. HAO, and R. Hoover, “Third order tensors as operators on matrices: a theoretical and computational framework with applications in imaging,” Department of Computer Science, Tufts University , 2011
2011
Later among the works it cites.
S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein, Distributed optimization and statistical learning via the alternating direction method of multipliers . Now Publishers, 2011
2011
Later among the works it cites.
Q. Xu, X. Mou, G. Wang, J. Sieren, E. A. Hoffman, and H. Yu, “Statistical interior tomography,” Medical Imaging, IEEE Transactions on , vol. 30, no. 5, pp. 1116–1128, 2011
2011
Later among the works it cites.
B. Vandeghinste, B. Goossens, J. De Beenhouwer, A. Pizurica, W. Philips, S. Vandenberghe, and S. Staelens, “Split-bregman-based sparse-view ct reconstruction,” in 11th International meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully 3D 11) , 2011, pp. 431–434
2011
Later among the works it cites.
2011
Later among the works it cites.
O. Semerci and E. Miller, “A parametric level-set approach to simultaneous object identification and background reconstruction for dual-energy computed tomography,” Image Processing, IEEE Transactions on , vol. 21, no. 5, pp. 2719 –2734, may 2012
2012
Later among the works it cites.
2012
Later among the works it cites.
O. Semerci, N. Hao, M. E. Kilmer, and E. L. Miller, “An iterative reconstruction method for spectral CT with tensor-based formulation and nuclear norm regularization,” in Proc. 2nd Intl. Mtg. on image formation in X-ray CT , 2012, pp. 314–7
2012
Later among the works it cites.
O. Semerci and E. Miller, “Tomographic imaging-a parametric level-set approach to simultaneous object identification and background reconstruction for dual-energy computed tomography,” IEEE Transactions on Image Processing , vol. 21, no. 5, p. 2719, 2012
2012
Later among the works it cites.
T. Schmidt, “An empirical method for correcting the detector spectral response in energy-resolved ct,” in Proceedings of SPIE , vol. 8313, 2012, p. 831312
2012
Later among the works it cites.
2012
Later among the works it cites.
C. Hsieh, K. Chiang, and I. Dhillon, “Low rank modeling of signed networks,” in Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining . ACM, 2012, pp. 507–515
2012
Later among the works it cites.
S. Ramani and J. A. Fessler, “A splitting-based iterative algorithm for accelerated statistical x-ray ct reconstruction,” Medical Imaging, IEEE Transactions on , vol. 31, no. 3, pp. 677–688, 2012
2012
Later among the works it cites.
T. L. Jensen, J. H. Jørgensen, P. C. Hansen, and S. H. Jensen, “Implementation of an optimal first-order method for strongly convex total variation regularization,” BIT Numerical Mathematics , vol. 52, no. 2, pp. 329–356, 2012
2012
Later among the works it cites.
S. Ramani, Z. Liu, J. Rosen, J. Nielsen, and J. Fessler, “Regularization parameter selection for nonlinear iterative image restoration and mri reconstruction using gcv and sure-based methods,” Image Processing, IEEE Transactions on , vol. 21, no. 8, pp. 3659–3672, 2012
2012
Later among the works it cites.