Samuli Siltanen

Publication Activity (10 Years)

Years Active: 2002-2021
Publications (10 Years): 22

Top Topics

Inverse Problems

Top Venues

SIAM J. Imaging Sci.

J. Comput. Phys.

Publications

Tatiana A. Bubba, Mathilde Galinier, Matti Lassas, Marco Prato, Luca Ratti, Samuli Siltanen
Deep Neural Networks for Inverse Problems with Pseudodifferential Operators: An Application to Limited-Angle Tomography. SIAM J. Imaging Sci. 14 (2) (2021)
Evelyn Cueva, Alexander Meaney, Samuli Siltanen, Matthias J. Ehrhardt
Synergistic Multi-spectral CT Reconstruction with Directional Total Variation. CoRR (2021)
Markus Juvonen, Samuli Siltanen, Fernando Silva de Moura
Helsinki Deblur Challenge 2021: description of photographic data. CoRR (2021)
Jacek Gondzio, Matti Lassas, Salla-Maaria Latva-Äijö, Samuli Siltanen, Filippo Zanetti
Material-separating regularizer for multi-energy X-ray tomography. CoRR (2021)
Tatiana A. Bubba, Tommi Heikkilä, Samuli Siltanen
4D Dual-Tree Complex Wavelets for Time-Dependent Data. CoRR (2021)
Juan P. Agnelli, Ville Kolehmainen, Matti Lassas, Petri Ola, Samuli Siltanen
Simultaneous Reconstruction of Conductivity, Boundary Shape, and Contact Impedances in Electrical Impedance Tomography. SIAM J. Imaging Sci. 14 (4) (2021)
Tatiana A. Bubba, Tommi Heikkilä, Samuli Siltanen
4D Dual-Tree Complex Wavelets for Time-Dependent Data. ICCSA (Workshops) (2021)
Juan P. Agnelli, Ville Kolehmainen, Matti Lassas, P. Ola, Samuli Siltanen
Simultaneous reconstruction of conductivity, boundary shape and contact impedances in electrical impedance tomography. CoRR (2021)
Tatiana A. Bubba, Mathilde Galinier, Matti Lassas, Marco Prato, Luca Ratti, Samuli Siltanen
Deep neural networks for inverse problems with pseudodifferential operators: an application to limited-angle tomography. CoRR (2020)
Samuli Siltanen, Takanori Ide
Electrical Impedance Tomography, Enclosure Method and Machine Learning. MLSP (2020)
Tatiana A. Bubba, Tommi Heikkilä, Hanna Help, Simo Huotari, Yann Salmon, Samuli Siltanen
Sparse dynamic tomography. A shearlet-based approach for iodine perfusion in plant stems. CoRR (2020)
Janne Hakkarainen, Zenith Purisha, Antti Solonen, Samuli Siltanen
Undersampled Dynamic X-Ray Tomography With Dimension Reduction Kalman Filter. IEEE Trans. Computational Imaging 5 (3) (2019)
Zenith Purisha, Sakari S. Karhula, Juuso H. Ketola, Juho Rimpelainen, Miika T. Nieminen, Simo Saarakkala, Heikki Kroger, Samuli Siltanen
An Automatic Regularization Method: An Application for 3-D X-Ray Micro-CT Reconstruction Using Sparse Data. IEEE Trans. Medical Imaging 38 (2) (2019)
Tatiana A. Bubba, Gitta Kutyniok, Matti Lassas, Maximilian März, Wojciech Samek, Samuli Siltanen, Vignesh Srinivasan
Learning The Invisible: A Hybrid Deep Learning-Shearlet Framework for Limited Angle Computed Tomography. CoRR (2018)
Andreas Hauptmann, Masaru Ikehata, Hiromichi Itou, Samuli Siltanen
Revealing cracks inside conductive bodies by electric surface measurements. CoRR (2018)
David Villacis, Santeri Kaupinmäki, Samuli Siltanen, Teemu Helenius
Photographic dataset: playing cards. CoRR (2017)
Samuli Siltanen
Low-dose X-ray Tomography Imaging Based on Sparse Signal Processing. ERCIM News 2017 (108) (2017)
Janne P. Tamminen, Tanja Tarvainen, Samuli Siltanen
The D-Bar Method for Diffuse Optical Tomography: A Computational Study. Exp. Math. 26 (2) (2017)
S. J. Hamilton, Juan Manuel Reyes, Samuli Siltanen, X. Zhang
A Hybrid Segmentation and D-Bar Method for Electrical Impedance Tomography. SIAM J. Imaging Sci. 9 (2) (2016)
Dong Liu, Ville Kolehmainen, Samuli Siltanen, Anne-Maria Laukkanen, Aku Seppänen
Nonlinear Difference Imaging Approach to Three-Dimensional Electrical Impedance Tomography in the Presence of Geometric Modeling Errors. IEEE Trans. Biomed. Eng. 63 (9) (2016)
Teemu Helenius, Samuli Siltanen
Photographic dataset: random peppercorns. CoRR (2016)
Kati Niinimäki, Matti Lassas, Keijo Hämäläinen, Aki Kallonen, Ville Kolehmainen, Esa Niemi, Samuli Siltanen
Multiresolution Parameter Choice Method for Total Variation Regularized Tomography. SIAM J. Imaging Sci. 9 (3) (2016)
Esa Niemi, Matti Lassas, Aki Kallonen, Lauri Harhanen, Keijo Hämäläinen, Samuli Siltanen
Dynamic multi-source X-ray tomography using a spacetime level set method. J. Comput. Phys. 291 (2015)
Harri Auvinen, Tuomo Raitio, Manu Airaksinen, Samuli Siltanen, Brad H. Story, Paavo Alku
Automatic glottal inverse filtering with the Markov chain Monte Carlo method. Comput. Speech Lang. 28 (5) (2014)
Jussi Määttä, Samuli Siltanen, Teemu Roos
A fixed-point image denoising algorithm with automatic window selection. EUVIP (2014)
Kari Astala, Lassi Päivärinta, Juan Manuel Reyes, Samuli Siltanen
Nonlinear Fourier analysis for discontinuous conductivities: Computational results. J. Comput. Phys. 276 (2014)
Esa Niemi, Matti Lassas, Samuli Siltanen
Dynamic X-ray tomography with multiple sources. ISPA (2013)
Keijo Hämäläinen, Aki Kallonen, Ville Kolehmainen, Matti Lassas, Kati Niinimäki, Samuli Siltanen
Sparse Tomography. SIAM J. Sci. Comput. 35 (3) (2013)
Patricia Gaitan, Hiroshi Isozaki, Olivier Poisson, Samuli Siltanen, Janne P. Tamminen
Inverse Problems for Time-Dependent Singular Heat Conductivities - One-Dimensional Case. SIAM J. Math. Anal. 45 (3) (2013)
Zenith Purisha, Samuli Siltanen
Tomographic Reconstruction of Homogeneous 2D Geometric Models with Unknown Attenuation. System Modelling and Optimization (2013)
Harri Auvinen, Tuomo Raitio, Samuli Siltanen, Paavo Alku
Utilizing Markov Chain Monte Carlo (MCMC) Method for Improved Glottal Inverse Filtering. INTERSPEECH (2012)
Aki Seppänen, Antti Nissinen, Ville Kolehmainen, Samuli Siltanen, Anne-Maria Laukkanen
Electrical impedance tomography imaging of larynx. MAVEBA (2011)
Katsiaryna Krupchyk, Matti Lassas, Samuli Siltanen
Determining Electrical and Heat Transfer Parameters Using Coupled Boundary Measurements. SIAM J. Math. Anal. 43 (5) (2011)
Tapio Helin, Matti Lassas, Samuli Siltanen
Infinite Photography: New Mathematical Model for High-Resolution Images. J. Math. Imaging Vis. 36 (2) (2010)
Kati Niinimäki, Samuli Siltanen, Ville Kolehmainen
Bayesian multiresolution method for local X-ray tomography in dental radiology. Computational Imaging (2009)
Ville Kolehmainen, Matti Lassas, Samuli Siltanen
Limited Data X-Ray Tomography Using Nonlinear Evolution Equations. SIAM J. Sci. Comput. 30 (3) (2008)
Kim Knudsen, Matti Lassas, Jennifer L. Mueller, Samuli Siltanen
D-Bar Method for Electrical Impedance Tomography with Discontinuous Conductivities. SIAM J. Appl. Math. 67 (3) (2007)
Ville Kolehmainen, A. Vanne, Samuli Siltanen, Seppo Järvenpää, Jari P. Kaipio, Matti Lassas, Martti Kalke
Bayesian inversion method for 3D dental X-ray imaging. Elektrotech. Informationstechnik 124 (7-8) (2007)
Maaria Rantala, Simopekka Vänskä, Seppo Järvenpää, Martti Kalke, Matti Lassas, Jan Moberg, Samuli Siltanen
Wavelet-based reconstruction for limited-angle X-ray tomography. IEEE Trans. Medical Imaging 25 (2) (2006)
Ville Kolehmainen, A. Vanne, Samuli Siltanen, Seppo Järvenpää, Jari P. Kaipio, Matti Lassas, Martti Kalke
Parallelized Bayesian inversion for three-dimensional dental X-ray imaging. IEEE Trans. Medical Imaging 25 (2) (2006)
Gen Nakamura, Samuli Siltanen, Kazumi Tanuma, S. Wang
Numerical Recovery of Conductivity at the Boundary from the Localized Dirichlet to Neumann Map. Computing 75 (2-3) (2005)
Masaru Ikehata, Samuli Siltanen
Numerical Solution of the Cauchy Problem for the Stationary Schr[o-umlaut]dinger Equation Using Faddeev's Green Function. SIAM J. Appl. Math. 64 (6) (2004)
David Isaacson, Jennifer L. Mueller, Jonathan C. Newell, Samuli Siltanen
Reconstructions of chest phantoms by the D-bar method for electrical impedance tomography. IEEE Trans. Medical Imaging 23 (7) (2004)
Mari Lehtimaki, Martti Pamilo, Leena Raulisto, Marja Roiha, Martti Kalke, Samuli Siltanen, Timo Ihamäki
Diagnostic clinical benefits of digital spot and digital 3D mammography following analysis of screening findings. Medical Imaging: Image-Guided Procedures (2003)
Jennifer L. Mueller, Samuli Siltanen
Direct Reconstructions of Conductivities from Boundary Measurements. SIAM J. Sci. Comput. 24 (4) (2003)
Matti Lassas, Mustapha Mataich, Samuli Siltanen, Erkki Somersalo
Wind velocity observation with a CW Doppler radar. IEEE Trans. Geosci. Remote. Sens. 40 (11) (2002)
Jennifer L. Mueller, Samuli Siltanen, David Isaacson
A direct reconstruction algorithm for electrical impedance tomography . IEEE Trans. Medical Imaging 21 (6) (2002)