-
Previous Article
Color image processing by vectorial total variation with gradient channels coupling
- IPI Home
- This Issue
-
Next Article
Ghost imaging in the random paraxial regime
Efficient tensor tomography in fan-beam coordinates
1. | Department of Mathematics, University of Michigan, 2074 East Hall, 530 Church Street, Ann Arbor, MI 48109-1043, United States |
References:
[1] |
Y. E. Anikonov and V. Romanov, On uniqueness of determination of a form of first degree by its integrals along geodesics, J. Inverse Ill-Posed Probl., 5 (1997), 487-490.
doi: 10.1515/jiip.1997.5.6.487. |
[2] |
G.-H. Chen and S. Leng, A new data consistency condition for fan-beam projection data, Med. Phys., 32 (2005), 961-965.
doi: 10.1118/1.1861395. |
[3] |
R. Clackdoyle and L. Desbat, Full data consistency conditions for cone-beam projections with sources on a plane, Physics in medicine and biology, 58 (2013), p8437.
doi: 10.1088/0031-9155/58/23/8437. |
[4] |
R. Clarkdoyle, Necessary and sufficient consistency conditions for fan-beam pprojections along a line, IEEE transations on Nuclear Science, 60 (2013), 1560-1569. |
[5] |
N. S. Dairbekov and V. Sharafutdinov, On conformal killing symmetric tensor fields on riemannian manifolds, (Russian) Mat. Tr., 13 (2010), 85-145. |
[6] |
E. Derevtsov and V. Pickalov, Reconstruction of vector fields and their singularities by ray transforms, Numerical Analysis and Applications, 4 (2011), 21-35.
doi: 10.1134/S1995423911010034. |
[7] |
E. Derevtsov and I. E. Svetov, Tomography of tensor fields in the plain, Eurasian Journal of Mathematical and computer applications, 3 (2015), 25-69. |
[8] |
E. Y. Derevtsov, An approach to direct reconstruction of a solenoidal part in vector and tensor tomography problems, J. Inv. Ill-Posed Problems, 13 (2005), 213-246.
doi: 10.1515/156939405775199587. |
[9] |
C. Epstein, Introduction to the Mathematics of Medical Imaging, $2^{nd}$ edition, Society for Industrial and Applied Mathematics, 2008.
doi: 10.1137/1.9780898717792. |
[10] |
I. Gelfand and M. Graev, Integrals over hyperplanes of basic and generalized functions, Dokl. Akad. Nauk. SSSR, 135 (1960), 1307-1310. English transl., Soviet Math. Dokl., 1 (1960), 1369-1372. |
[11] |
C. Guillarmou, Invariant distributions and X-ray transform for Anosov flows, J. Diff. Geom., (to appear) (2016). arXiv:1408.4732 |
[12] |
________, Lens rigidity for manifolds with hyperbolic trapped set, (2014) arXiv:1412.1760 |
[13] |
C. Guillarmou, G. Paternain, M. Salo and G. Uhlmann, The X-ray transform for connections in negative curvature, Comm. Math. Phys., 343 (2016), 83-127.
doi: 10.1007/s00220-015-2510-x. |
[14] |
V. Guillemin and D. Kazhdan, Some inverse spectral results for negatively curved 2-manifolds, Topology, 19 (1980), 301-312.
doi: 10.1016/0040-9383(80)90015-4. |
[15] |
S. Helgason, The Radon Transform, $2^{nd}$ edition, Birkäuser, 1999.
doi: 10.1007/978-1-4757-1463-0. |
[16] |
G. T. Herman, A. V. Lakshminarayanan and A. Naparstek, Convolution reconstruction techniques for divergent beams, Comput. Biol. Med., 6 (1976), 259-271. |
[17] |
S. Holman and G. Uhlmann, On the microlocal analysis of the geodesic x-ray transform with conjugate points, preprint, 2015. arXiv:1502.06545 |
[18] |
J. Ilmavirta, On Radon transforms on compact Lie groups, Proceedings of the American Mathematical Society, 144 (2016), 681-691. |
[19] |
________, On Radon transforms on finite groups. arXiv:1411.3829. |
[20] |
________, On Radon transforms on tori, Journal of Fourier Analysis and Applications, 21 (2015), 370-382. |
[21] |
S. Kazantsev and A. Bukhgeim, The chebyshev ridge polynomials in 2d tensor tomography, Journal of Inverse and Ill-posed Problems, 14 (2006), 157-188.
doi: 10.1515/156939406777571094. |
[22] |
S. G. Kazantsev and A. A. Bukhgeim, Singular value decomposition for the 2d fan-beam radon transform of tensor fields, Journal of Inverse and Ill-posed Problems, 12 (2004), 245-278.
doi: 10.1515/1569394042215865. |
[23] |
D. Ludwig, The radon transform on euclidean space, Communications on Pure and Applied Mathematics, 19 (1966), 49-81. |
[24] |
F. Monard, Numerical implementation of two-dimensional geodesic X-ray transforms and their inversion, SIAM J. Imaging Sciences, 7 (2014), 1335-1357.
doi: 10.1137/130938657. |
[25] |
________, On reconstruction formulas for the X-ray transform acting on symmetric differentials on surfaces, Inverse Problems, 30 (2014), 065001. |
[26] |
________, Inversion of the attenuated geodesic X-ray transform over functions and vector fields on simple surfaces, SIAM J. Math. Anal. (to appear), (2015). |
[27] |
F. Monard, P. Stefanov and G. Uhlmann, The geodesic X-ray transform on Riemannian surfaces with conjugate points, Comm. Math. Phys., 337 (2015), 1491-1513.
doi: 10.1007/s00220-015-2328-6. |
[28] |
F. Natterer, The Mathematics of Computerized Tomography, SIAM, 2001.
doi: 10.1137/1.9780898719284. |
[29] |
S. Patch, Moment conditions indirectly improve image quality, Contemporary Mathematics, 278 (2001), 193-205.
doi: 10.1090/conm/278/04605. |
[30] |
G. Paternain, M. Salo and G. Uhlmann, On the range of the attenuated ray transform for unitary connections, International Math. Research Notices, 2015 (2015), 873-897.
doi: 10.1093/imrn/rnt228. |
[31] |
________, Tensor tomography on surfaces, Inventiones Math., 193 (2013), 229-247. |
[32] |
L. Pestov and G. Uhlmann, On the characterization of the range and inversion formulas for the geodesic X-ray transform, International Math. Research Notices, 80 (2004), 4331-4347.
doi: 10.1155/S1073792804142116. |
[33] |
________, Two-dimensional compact simple Riemannian manifolds are boundary distance rigid, Annals of Mathematics, 161 (2005), 1093-1110. |
[34] |
S. Petermichl and J. Wittwer, A sharp estimate for the weighted Hilbert transform via Bellman functions, Michigan Math, 50 (2002), 71-87.
doi: 10.1307/mmj/1022636751. |
[35] |
J.Radon, Über die Bestimmung von Funktionen durch ihre Integralwerte lngs gewisser Mannigfaltigkeiten, Berichte über die Verhandlungen der Königlich-Sächsischen Akademie der Wissenschaften zu Leipzig, Mathematisch-Physische Klasse, 69 (1917), 262-277. |
[36] |
K. Sadiq, O. Scherzer and A. Tamasan, On the X-ray transform of planar symmetric 2-tensors, preprint, 2015.arXiv:1503.04322 |
[37] |
K. Sadiq and A. Tamasan, On the range characterization of the two-dimensional attenuated Doppler transform, SIAM Journal on Mathematical Analysis, 47 (2015), 2001-2021.
doi: 10.1137/140984282. |
[38] |
________, On the range of the attenuated radon transform in strictly convex sets, Trans. Amer. Math. Soc., 367 (2015), 5375-5398. |
[39] |
V. Sharafutdinov, Integral Geometry of Tensor Fields, VSP, Utrecht, The Netherlands, 1994.
doi: 10.1515/9783110900095. |
[40] |
________, Integral geometry of tensor fields on a surface of revolution, Siberian Math. J., 38 (1997). |
[41] |
________, Variations of Dirichlet-to-Neumann map and deformation boundary rigidity on simple 2-manifolds, J. Geom. Anal., 17 (2007), 147-187. |
[42] |
________, Killing tensor fields on the 2-torus, preprint, 2014. arXiv:1411.4741. |
[43] |
P. Stefanov and G. Uhlmann, The geodesic X-ray transform with fold caustics, Analysis and PDE, 5 (2012), 219-260.
doi: 10.2140/apde.2012.5.219. |
[44] |
P. Stefanov, G. Uhlmann and A. Vasy, Inverting the local geodesic X-ray transform on tensors, arXiv:1410.5145 (2014). |
[45] |
________, Boundary rigidity with partial data, Journal of the American Mathematical Society (to appear), (2015). |
[46] |
I. E. Svetov, E. Y. Derevtsov, Y. S. Volkov and T. Schuster, A numerical solver based on B-splines for 2D vector field tomography in a refracting medium, Mathematics and Computers in Simulation, 97 (2014), 207-223.
doi: 10.1016/j.matcom.2013.10.002. |
[47] |
G. Uhlmann and A. Vasy, The inverse problem for the local geodesic ray transform, Inventiones Math. (online), (2015), 1-38.
doi: 10.1007/s00222-015-0631-7. |
[48] |
G. Van Gompel, M. Defrise and D. Van Dyck, Elliptical extrapolation of truncated 2d ct projections using helgason-ludwig consistency conditions, Medical Imaging, International Society for Optics and Photonics, 6142 (2006), 61424B-61424B.
doi: 10.1117/12.653293. |
[49] |
A. Welch, C. Campbell, R. Clackdoyle, F. Natterer, M. Hudson, A. Bromiley, P. Mikecz, F. Chillcot, M. Dodd, P. Hopwood, et al., Attenuation correction in pet using consistency information, IEEE Transactions on Nuclear Science, 45 (1998), 3134-3141.
doi: 10.1109/23.737676. |
[50] |
J. Xu, K. Taguchi and B. M. Tsui, Statistical projection completion in x-ray ct using consistency conditions, IEEE Transactions on Medical Imaging, 29 (2010), 1528-1540. |
[51] |
H. Yu and G. Wang, Data consistency based rigid motion artifact reduction in fan-beam ct, IEEE Transactions on Medical Imaging, 26 (2007), 249-260.
doi: 10.1109/TMI.2006.889717. |
show all references
References:
[1] |
Y. E. Anikonov and V. Romanov, On uniqueness of determination of a form of first degree by its integrals along geodesics, J. Inverse Ill-Posed Probl., 5 (1997), 487-490.
doi: 10.1515/jiip.1997.5.6.487. |
[2] |
G.-H. Chen and S. Leng, A new data consistency condition for fan-beam projection data, Med. Phys., 32 (2005), 961-965.
doi: 10.1118/1.1861395. |
[3] |
R. Clackdoyle and L. Desbat, Full data consistency conditions for cone-beam projections with sources on a plane, Physics in medicine and biology, 58 (2013), p8437.
doi: 10.1088/0031-9155/58/23/8437. |
[4] |
R. Clarkdoyle, Necessary and sufficient consistency conditions for fan-beam pprojections along a line, IEEE transations on Nuclear Science, 60 (2013), 1560-1569. |
[5] |
N. S. Dairbekov and V. Sharafutdinov, On conformal killing symmetric tensor fields on riemannian manifolds, (Russian) Mat. Tr., 13 (2010), 85-145. |
[6] |
E. Derevtsov and V. Pickalov, Reconstruction of vector fields and their singularities by ray transforms, Numerical Analysis and Applications, 4 (2011), 21-35.
doi: 10.1134/S1995423911010034. |
[7] |
E. Derevtsov and I. E. Svetov, Tomography of tensor fields in the plain, Eurasian Journal of Mathematical and computer applications, 3 (2015), 25-69. |
[8] |
E. Y. Derevtsov, An approach to direct reconstruction of a solenoidal part in vector and tensor tomography problems, J. Inv. Ill-Posed Problems, 13 (2005), 213-246.
doi: 10.1515/156939405775199587. |
[9] |
C. Epstein, Introduction to the Mathematics of Medical Imaging, $2^{nd}$ edition, Society for Industrial and Applied Mathematics, 2008.
doi: 10.1137/1.9780898717792. |
[10] |
I. Gelfand and M. Graev, Integrals over hyperplanes of basic and generalized functions, Dokl. Akad. Nauk. SSSR, 135 (1960), 1307-1310. English transl., Soviet Math. Dokl., 1 (1960), 1369-1372. |
[11] |
C. Guillarmou, Invariant distributions and X-ray transform for Anosov flows, J. Diff. Geom., (to appear) (2016). arXiv:1408.4732 |
[12] |
________, Lens rigidity for manifolds with hyperbolic trapped set, (2014) arXiv:1412.1760 |
[13] |
C. Guillarmou, G. Paternain, M. Salo and G. Uhlmann, The X-ray transform for connections in negative curvature, Comm. Math. Phys., 343 (2016), 83-127.
doi: 10.1007/s00220-015-2510-x. |
[14] |
V. Guillemin and D. Kazhdan, Some inverse spectral results for negatively curved 2-manifolds, Topology, 19 (1980), 301-312.
doi: 10.1016/0040-9383(80)90015-4. |
[15] |
S. Helgason, The Radon Transform, $2^{nd}$ edition, Birkäuser, 1999.
doi: 10.1007/978-1-4757-1463-0. |
[16] |
G. T. Herman, A. V. Lakshminarayanan and A. Naparstek, Convolution reconstruction techniques for divergent beams, Comput. Biol. Med., 6 (1976), 259-271. |
[17] |
S. Holman and G. Uhlmann, On the microlocal analysis of the geodesic x-ray transform with conjugate points, preprint, 2015. arXiv:1502.06545 |
[18] |
J. Ilmavirta, On Radon transforms on compact Lie groups, Proceedings of the American Mathematical Society, 144 (2016), 681-691. |
[19] |
________, On Radon transforms on finite groups. arXiv:1411.3829. |
[20] |
________, On Radon transforms on tori, Journal of Fourier Analysis and Applications, 21 (2015), 370-382. |
[21] |
S. Kazantsev and A. Bukhgeim, The chebyshev ridge polynomials in 2d tensor tomography, Journal of Inverse and Ill-posed Problems, 14 (2006), 157-188.
doi: 10.1515/156939406777571094. |
[22] |
S. G. Kazantsev and A. A. Bukhgeim, Singular value decomposition for the 2d fan-beam radon transform of tensor fields, Journal of Inverse and Ill-posed Problems, 12 (2004), 245-278.
doi: 10.1515/1569394042215865. |
[23] |
D. Ludwig, The radon transform on euclidean space, Communications on Pure and Applied Mathematics, 19 (1966), 49-81. |
[24] |
F. Monard, Numerical implementation of two-dimensional geodesic X-ray transforms and their inversion, SIAM J. Imaging Sciences, 7 (2014), 1335-1357.
doi: 10.1137/130938657. |
[25] |
________, On reconstruction formulas for the X-ray transform acting on symmetric differentials on surfaces, Inverse Problems, 30 (2014), 065001. |
[26] |
________, Inversion of the attenuated geodesic X-ray transform over functions and vector fields on simple surfaces, SIAM J. Math. Anal. (to appear), (2015). |
[27] |
F. Monard, P. Stefanov and G. Uhlmann, The geodesic X-ray transform on Riemannian surfaces with conjugate points, Comm. Math. Phys., 337 (2015), 1491-1513.
doi: 10.1007/s00220-015-2328-6. |
[28] |
F. Natterer, The Mathematics of Computerized Tomography, SIAM, 2001.
doi: 10.1137/1.9780898719284. |
[29] |
S. Patch, Moment conditions indirectly improve image quality, Contemporary Mathematics, 278 (2001), 193-205.
doi: 10.1090/conm/278/04605. |
[30] |
G. Paternain, M. Salo and G. Uhlmann, On the range of the attenuated ray transform for unitary connections, International Math. Research Notices, 2015 (2015), 873-897.
doi: 10.1093/imrn/rnt228. |
[31] |
________, Tensor tomography on surfaces, Inventiones Math., 193 (2013), 229-247. |
[32] |
L. Pestov and G. Uhlmann, On the characterization of the range and inversion formulas for the geodesic X-ray transform, International Math. Research Notices, 80 (2004), 4331-4347.
doi: 10.1155/S1073792804142116. |
[33] |
________, Two-dimensional compact simple Riemannian manifolds are boundary distance rigid, Annals of Mathematics, 161 (2005), 1093-1110. |
[34] |
S. Petermichl and J. Wittwer, A sharp estimate for the weighted Hilbert transform via Bellman functions, Michigan Math, 50 (2002), 71-87.
doi: 10.1307/mmj/1022636751. |
[35] |
J.Radon, Über die Bestimmung von Funktionen durch ihre Integralwerte lngs gewisser Mannigfaltigkeiten, Berichte über die Verhandlungen der Königlich-Sächsischen Akademie der Wissenschaften zu Leipzig, Mathematisch-Physische Klasse, 69 (1917), 262-277. |
[36] |
K. Sadiq, O. Scherzer and A. Tamasan, On the X-ray transform of planar symmetric 2-tensors, preprint, 2015.arXiv:1503.04322 |
[37] |
K. Sadiq and A. Tamasan, On the range characterization of the two-dimensional attenuated Doppler transform, SIAM Journal on Mathematical Analysis, 47 (2015), 2001-2021.
doi: 10.1137/140984282. |
[38] |
________, On the range of the attenuated radon transform in strictly convex sets, Trans. Amer. Math. Soc., 367 (2015), 5375-5398. |
[39] |
V. Sharafutdinov, Integral Geometry of Tensor Fields, VSP, Utrecht, The Netherlands, 1994.
doi: 10.1515/9783110900095. |
[40] |
________, Integral geometry of tensor fields on a surface of revolution, Siberian Math. J., 38 (1997). |
[41] |
________, Variations of Dirichlet-to-Neumann map and deformation boundary rigidity on simple 2-manifolds, J. Geom. Anal., 17 (2007), 147-187. |
[42] |
________, Killing tensor fields on the 2-torus, preprint, 2014. arXiv:1411.4741. |
[43] |
P. Stefanov and G. Uhlmann, The geodesic X-ray transform with fold caustics, Analysis and PDE, 5 (2012), 219-260.
doi: 10.2140/apde.2012.5.219. |
[44] |
P. Stefanov, G. Uhlmann and A. Vasy, Inverting the local geodesic X-ray transform on tensors, arXiv:1410.5145 (2014). |
[45] |
________, Boundary rigidity with partial data, Journal of the American Mathematical Society (to appear), (2015). |
[46] |
I. E. Svetov, E. Y. Derevtsov, Y. S. Volkov and T. Schuster, A numerical solver based on B-splines for 2D vector field tomography in a refracting medium, Mathematics and Computers in Simulation, 97 (2014), 207-223.
doi: 10.1016/j.matcom.2013.10.002. |
[47] |
G. Uhlmann and A. Vasy, The inverse problem for the local geodesic ray transform, Inventiones Math. (online), (2015), 1-38.
doi: 10.1007/s00222-015-0631-7. |
[48] |
G. Van Gompel, M. Defrise and D. Van Dyck, Elliptical extrapolation of truncated 2d ct projections using helgason-ludwig consistency conditions, Medical Imaging, International Society for Optics and Photonics, 6142 (2006), 61424B-61424B.
doi: 10.1117/12.653293. |
[49] |
A. Welch, C. Campbell, R. Clackdoyle, F. Natterer, M. Hudson, A. Bromiley, P. Mikecz, F. Chillcot, M. Dodd, P. Hopwood, et al., Attenuation correction in pet using consistency information, IEEE Transactions on Nuclear Science, 45 (1998), 3134-3141.
doi: 10.1109/23.737676. |
[50] |
J. Xu, K. Taguchi and B. M. Tsui, Statistical projection completion in x-ray ct using consistency conditions, IEEE Transactions on Medical Imaging, 29 (2010), 1528-1540. |
[51] |
H. Yu and G. Wang, Data consistency based rigid motion artifact reduction in fan-beam ct, IEEE Transactions on Medical Imaging, 26 (2007), 249-260.
doi: 10.1109/TMI.2006.889717. |
[1] |
François Monard. Efficient tensor tomography in fan-beam coordinates. Ⅱ: Attenuated transforms. Inverse Problems and Imaging, 2018, 12 (2) : 433-460. doi: 10.3934/ipi.2018019 |
[2] |
Dan Jane, Gabriel P. Paternain. On the injectivity of the X-ray transform for Anosov thermostats. Discrete and Continuous Dynamical Systems, 2009, 24 (2) : 471-487. doi: 10.3934/dcds.2009.24.471 |
[3] |
Aleksander Denisiuk. On range condition of the tensor x-ray transform in $ \mathbb R^n $. Inverse Problems and Imaging, 2020, 14 (3) : 423-435. doi: 10.3934/ipi.2020020 |
[4] |
François Rouvière. X-ray transform on Damek-Ricci spaces. Inverse Problems and Imaging, 2010, 4 (4) : 713-720. doi: 10.3934/ipi.2010.4.713 |
[5] |
Alberto Ibort, Alberto López-Yela. Quantum tomography and the quantum Radon transform. Inverse Problems and Imaging, 2021, 15 (5) : 893-928. doi: 10.3934/ipi.2021021 |
[6] |
Lorenz Kuger, Gaël Rigaud. On multiple scattering in Compton scattering tomography and its impact on fan-beam CT. Inverse Problems and Imaging, , () : -. doi: 10.3934/ipi.2022029 |
[7] |
Venkateswaran P. Krishnan, Plamen Stefanov. A support theorem for the geodesic ray transform of symmetric tensor fields. Inverse Problems and Imaging, 2009, 3 (3) : 453-464. doi: 10.3934/ipi.2009.3.453 |
[8] |
Zhenhua Zhao, Yining Zhu, Jiansheng Yang, Ming Jiang. Mumford-Shah-TV functional with application in X-ray interior tomography. Inverse Problems and Imaging, 2018, 12 (2) : 331-348. doi: 10.3934/ipi.2018015 |
[9] |
Simon Gindikin. A remark on the weighted Radon transform on the plane. Inverse Problems and Imaging, 2010, 4 (4) : 649-653. doi: 10.3934/ipi.2010.4.649 |
[10] |
Hiroshi Fujiwara, Kamran Sadiq, Alexandru Tamasan. Partial inversion of the 2D attenuated $ X $-ray transform with data on an arc. Inverse Problems and Imaging, 2022, 16 (1) : 215-228. doi: 10.3934/ipi.2021047 |
[11] |
Venkateswaran P. Krishnan, Vladimir A. Sharafutdinov. Ray transform on Sobolev spaces of symmetric tensor fields, I: Higher order Reshetnyak formulas. Inverse Problems and Imaging, 2022, 16 (4) : 787-826. doi: 10.3934/ipi.2021076 |
[12] |
Gareth Ainsworth. The attenuated magnetic ray transform on surfaces. Inverse Problems and Imaging, 2013, 7 (1) : 27-46. doi: 10.3934/ipi.2013.7.27 |
[13] |
Gareth Ainsworth. The magnetic ray transform on Anosov surfaces. Discrete and Continuous Dynamical Systems, 2015, 35 (5) : 1801-1816. doi: 10.3934/dcds.2015.35.1801 |
[14] |
Michael Krause, Jan Marcel Hausherr, Walter Krenkel. Computing the fibre orientation from Radon data using local Radon transform. Inverse Problems and Imaging, 2011, 5 (4) : 879-891. doi: 10.3934/ipi.2011.5.879 |
[15] |
Wenzhong Zhu, Huanlong Jiang, Erli Wang, Yani Hou, Lidong Xian, Joyati Debnath. X-ray image global enhancement algorithm in medical image classification. Discrete and Continuous Dynamical Systems - S, 2019, 12 (4&5) : 1297-1309. doi: 10.3934/dcdss.2019089 |
[16] |
Silvia Allavena, Michele Piana, Federico Benvenuto, Anna Maria Massone. An interpolation/extrapolation approach to X-ray imaging of solar flares. Inverse Problems and Imaging, 2012, 6 (2) : 147-162. doi: 10.3934/ipi.2012.6.147 |
[17] |
Yang Zhang. Artifacts in the inversion of the broken ray transform in the plane. Inverse Problems and Imaging, 2020, 14 (1) : 1-26. doi: 10.3934/ipi.2019061 |
[18] |
Yiran Wang. Parametrices for the light ray transform on Minkowski spacetime. Inverse Problems and Imaging, 2018, 12 (1) : 229-237. doi: 10.3934/ipi.2018009 |
[19] |
Sunghwan Moon. Inversion of the spherical Radon transform on spheres through the origin using the regular Radon transform. Communications on Pure and Applied Analysis, 2016, 15 (3) : 1029-1039. doi: 10.3934/cpaa.2016.15.1029 |
[20] |
Victor Palamodov. Remarks on the general Funk transform and thermoacoustic tomography. Inverse Problems and Imaging, 2010, 4 (4) : 693-702. doi: 10.3934/ipi.2010.4.693 |
2021 Impact Factor: 1.483
Tools
Metrics
Other articles
by authors
[Back to Top]