Neural Networks, Hypersurfaces, and the Generalized Radon Transform.
作者信息
Kolouri Soheil, Yin Xuwang, Rohde Gustavo K
机构信息
HRL Laboratories, LLC, Malibu, CA, 90265.
Imaging and Data Science Laboratory, University of Virginia, Charlottesville, VA 22908.
出版信息
IEEE Signal Process Mag. 2020 Jul;37(4):123-133. doi: 10.1109/msp.2020.2978822. Epub 2020 Jun 29.
Abstract
摘要
相似文献
1
Neural Networks, Hypersurfaces, and the Generalized Radon Transform.
IEEE Signal Process Mag. 2020 Jul;37(4):123-133. doi: 10.1109/msp.2020.2978822. Epub 2020 Jun 29.
2
Injectivity and Stability for a Generic Class of Generalized Radon Transforms.
J Geom Anal. 2017;27(2):1515-1529. doi: 10.1007/s12220-016-9729-4. Epub 2016 Jun 30.
3
Complexity of error hypersurfaces in multilayer perceptrons.
Int J Neural Syst. 2004 Jun;14(3):189-200. doi: 10.1142/S0129065704001978.
4
Fast curve estimation using preconditioned generalized Radon transform.
IEEE Trans Image Process. 1996;5(12):1651-61. doi: 10.1109/83.544572.
5
Radon Inversion via Deep Learning.
IEEE Trans Med Imaging. 2020 Jun;39(6):2076-2087. doi: 10.1109/TMI.2020.2964266. Epub 2020 Jan 6.
6
Quasi-bandlimited properties of radon transforms and their implications for increasing angular sampling densities.
IEEE Trans Med Imaging. 1998 Jun;17(3):395-406. doi: 10.1109/42.712129.
7
An inversion of the conical Radon transform arising in the Compton camera with helical movement.
Biomed Eng Lett. 2019 Mar 21;9(2):233-243. doi: 10.1007/s13534-019-00106-y. eCollection 2019 May.
8
Fast computation of 3D radon transform via a direct Fourier method.
Bioinformatics. 1998;14(2):212-6. doi: 10.1093/bioinformatics/14.2.212.
9
Exact inversion of an integral transform arising in Compton camera imaging.
J Med Imaging (Bellingham). 2020 May;7(3):032504. doi: 10.1117/1.JMI.7.3.032504. Epub 2020 Mar 10.
10
Estimation of radon flux spatial distribution in Rize, Turkey by the artificial neural networks method.
Appl Radiat Isot. 2019 Sep;151:207-216. doi: 10.1016/j.apradiso.2019.06.006. Epub 2019 Jun 6.
引用本文的文献
1
On Interpretability of Artificial Neural Networks: A Survey.
IEEE Trans Radiat Plasma Med Sci. 2021 Nov;5(6):741-760. doi: 10.1109/trpms.2021.3066428. Epub 2021 Mar 17.
本文引用的文献
1
Injectivity and Stability for a Generic Class of Generalized Radon Transforms.
J Geom Anal. 2017;27(2):1515-1529. doi: 10.1007/s12220-016-9729-4. Epub 2016 Jun 30.
2
Deep learning.
Nature. 2015 May 28;521(7553):436-44. doi: 10.1038/nature14539.
Zotero 插件