| Learning the invisible: A hybrid deep learning-shearlet framework for limited angle computed tomography TA Bubba, G Kutyniok, M Lassas, M März, W Samek, S Siltanen, ... Inverse Problems 35 (6), 064002, 2019 | 137 | 2019 |
| Tomographic X-ray data of a lotus root filled with attenuating objects TA Bubba, A Hauptmann, S Huotari, J Rimpeläinen, S Siltanen arXiv preprint arXiv:1609.07299, 2016 | 32 | 2016 |
| Simultaneous reconstruction of emission and attenuation in passive gamma emission tomography of spent nuclear fuel R Backholm, TA Bubba, C Bélanger-Champagne, T Helin, P Dendooven, ... arXiv preprint arXiv:1905.03849, 2019 | 25 | 2019 |
| Tomographic X-ray data of carved cheese TA Bubba, M Juvonen, J Lehtonen, M März, A Meaney, Z Purisha, ... arXiv preprint arXiv:1705.05732, 2017 | 23 | 2017 |
| Deep neural networks for inverse problems with pseudodifferential operators: An application to limited-angle tomography TA Bubba, M Galinier, M Lassas, M Prato, L Ratti, S Siltanen Society for Industrial and Applied Mathematics 14 (2), 470-505, 2021 | 20 | 2021 |
| Controlled wavelet domain sparsity for x-ray tomography Z Purisha, J Rimpeläinen, T Bubba, S Siltanen Measurement Science and Technology 29 (1), 014002, 2017 | 20 | 2017 |
| Fuel rod classification from Passive Gamma Emission Tomography (PGET) of spent nuclear fuel assemblies R Virta, R Backholm, TA Bubba, T Helin, M Moring, S Siltanen, ... arXiv preprint arXiv:2009.11617, 2020 | 19 | 2020 |
| Shearlet-based regularization in sparse dynamic tomography TA Bubba, M März, Z Purisha, M Lassas, S Siltanen Wavelets and Sparsity XVII 10394, 236-245, 2017 | 16 | 2017 |
| A nonsmooth regularization approach based on shearlets for Poisson noise removal in ROI tomography TA Bubba, F Porta, G Zanghirati, S Bonettini Applied Mathematics and Computation 318, 131-152, 2018 | 14 | 2018 |
| Sparse dynamic tomography: a shearlet-based approach for iodine perfusion in plant stems TA Bubba, T Heikkilä, H Help, S Huotari, Y Salmon, S Siltanen Inverse Problems 36 (9), 094002, 2020 | 11 | 2020 |
| Shearlet-based regularized reconstruction in region-of-interest computed tomography T Bubba, D Labate, G Zanghirati, S Bonettini Mathematical modelling of natural phenomena 13 (4), 2018 | 8 | 2018 |
| Shearlet-based regularized ROI reconstruction in fan beam computed tomography TA Bubba, D Labate, G Zanghirati, S Bonettini, B Goossens Wavelets and Sparsity XVI 9597, 148-158, 2015 | 8 | 2015 |
| Improved Passive Gamma Emission Tomography image quality in the central region of spent nuclear fuel R Virta, TA Bubba, M Moring, S Siltanen, T Honkamaa, P Dendooven Scientific Reports 12 (1), 12473, 2022 | 7 | 2022 |
| The ROI CT problem: a shearlet-based regularization approach TA Bubba, F Porta, G Zanghirati, S Bonettini Journal of Physics: Conference Series 756 (1), 012009, 2016 | 6 | 2016 |
| Convex regularization in statistical inverse learning problems TA Bubba, M Burger, T Helin, L Ratti arXiv preprint arXiv:2102.09526v2, 2021 | 5 | 2021 |
| Gamma Ray Emission Imaging in the Medical and Nuclear Safeguards Fields P Dendooven, TA Bubba The Euroschool on Exotic Beams, Vol. VI, 245-295, 2022 | 3 | 2022 |
| Shearlet-based regularization in statistical inverse learning with an application to x-ray tomography TA Bubba, L Ratti Inverse Problems 38 (5), 054001, 2022 | 2 | 2022 |
| Reconstructing Activity and Attenuation of a Spent Fuel Assembly from Passive Gamma Emission Tomography (PGET) Measurements R Virta, R Backholm, TA Bubba, P Dendooven, T Helin, T Honkamaa, ... 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2020 | 2 | 2020 |
| 4D dual-tree complex wavelets for time-dependent data TA Bubba, T Heikkilä, S Siltanen 2021 21st International Conference on Computational Science and Its …, 2021 | 1 | 2021 |
| Verifying spent nuclear fuel with Passive Gamma Emission Tomography prior to disposal in a geological repository in Finland R Virta, R Backholm, TA Bubba, T Helin, T Kähkönen, J Leppänen, ... INMM & ESARDA Joint Virtual Annual Meeting, 2021 | 1 | 2021 |
Samuli SiltanenProfessor of Industrial Mathematics, University of Helsinki, FinlandVerified email at helsinki.fi
