Jari P. Kaipio

Publication Activity (10 Years)

Years Active: 1997-2021
Publications (10 Years): 9

Top Topics

Tomographic Reconstruction

Multiplicative Noise

Image Reconstruction

Top Venues

IEEE Trans. Medical Imaging

SIAM/ASA J. Uncertain. Quantification

Publications

Valentina Candiani, Nuutti Hyvönen, Jari P. Kaipio, Ville Kolehmainen
Approximation error method for imaging the human head by electrical impedance tomography. CoRR (2021)
Janne Koponen, Timo Lähivaara, Jari P. Kaipio, Marko Vauhkonen
Model reduction in acoustic inversion by artificial neural network. CoRR (2021)
Ruanui Nicholson, Jari P. Kaipio
An Additive Approximation to Multiplicative Noise. J. Math. Imaging Vis. 62 (9) (2020)
Talles Batista Rattis Santos, Rafael Mikio Nakanishi, Jari P. Kaipio, Jennifer L. Mueller, Raul Gonzalez Lima
Introduction of Sample Based Prior into the D-Bar Method Through a Schur Complement Property. IEEE Trans. Medical Imaging 39 (12) (2020)
Ville Rimpiläinen, Alexandra Koulouri, Felix Lucka, Jari P. Kaipio, Carsten H. Wolters
Improved EEG source localization with Bayesian uncertainty modelling of unknown skull conductivity. NeuroImage 188 (2019)
Janne M. J. Huttunen, Jari P. Kaipio, Heikki Haario
Approximation error approach in spatiotemporally chaotic models with application to Kuramoto-Sivashinsky equation. Comput. Stat. Data Anal. 123 (2018)
Iman Tabatabaei Ardekani, Xiao Zhang, Hamid R. Sharifzadeh, Jari P. Kaipio
Maximum a posteriori adjustment of adaptive transversal filters in active noise control. APSIPA (2017)
Aki Pulkkinen, Ben T. Cox, Simon R. Arridge, Hwan Goh, Jari P. Kaipio, Tanja Tarvainen
Direct Estimation of Optical Parameters From Photoacoustic Time Series in Quantitative Photoacoustic Tomography. IEEE Trans. Medical Imaging 35 (11) (2016)
Iman Tabatabaei Ardekani, Jari P. Kaipio, Alireza Nasiri, Hamid R. Sharifzadeh, Waleed H. Abdulla
A Statistical Inverse Problem Approach to Online Secondary Path Modeling in Active Noise Control. IEEE ACM Trans. Audio Speech Lang. Process. 24 (1) (2016)
Johnathan M. Bardsley, Aku Seppänen, Antti Solonen, Heikki Haario, Jari P. Kaipio
Randomize-Then-Optimize for Sampling and Uncertainty Quantification in Electrical Impedance Tomography. SIAM/ASA J. Uncertain. Quantification 3 (1) (2015)
Timo Lähivaara, Aku Seppänen, Jari P. Kaipio, Jari Vauhkonen, Lauri Korhonen, Timo Tokola, Matti Maltamo
Bayesian Approach to Tree Detection Based on Airborne Laser Scanning Data. IEEE Trans. Geosci. Remote. Sens. 52 (5) (2014)
Antti Lipponen, Aku Seppänen, Jari P. Kaipio
Electrical impedance tomography imaging with reduced-order model based on proper orthogonal decomposition. J. Electronic Imaging 22 (2) (2013)
Tanja Tarvainen, Aki Pulkkinen, Ben T. Cox, Jari P. Kaipio, Simon R. Arridge
Bayesian Image Reconstruction in Quantitative Photoacoustic Tomography. IEEE Trans. Medical Imaging 32 (12) (2013)
Matthias Gehre, Tobias Kluth, Antti Lipponen, Bangti Jin, Aku Seppänen, Jari P. Kaipio, Peter Maass
Sparsity reconstruction in electrical impedance tomography: An experimental evaluation. J. Comput. Appl. Math. 236 (8) (2012)
Arto Voutilainen, Antti Lipponen, Tuomo Savolainen, Anssi Lehikoinen, Marko Vauhkonen, Jari P. Kaipio
Fast Adaptive 3-D Nonstationary Electrical Impedance Tomography Based on Reduced-Order Modeling. IEEE Trans. Instrum. Meas. 61 (10) (2012)
Timo Lähivaara, Aku Seppänen, Jari P. Kaipio, Jari Vauhkonen, Lauri Korhonen, Timo Tokola, Matti Maltamo
Bayesian approach to tree detection with airborne laser scanning. IGARSS (2012)
Antti Nissinen, Ville Kolehmainen, Jari P. Kaipio
Compensation of Modelling Errors Due to Unknown Domain Boundary in Electrical Impedance Tomography. IEEE Trans. Medical Imaging 30 (2) (2011)
Arto Voutilainen, Timo Pyhälahti, Kari Y. Kallio, Jouni Pulliainen, Heikki Haario, Jari P. Kaipio
A filtering approach for estimating lake water quality from remote sensing data. Int. J. Appl. Earth Obs. Geoinformation 9 (1) (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)
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)
Solomon Gilbert Diamond, Theodore J. Huppert, Ville Kolehmainen, Maria Angela Franceschini, Jari P. Kaipio, Simon R. Arridge, David A. Boas
Dynamic physiological modeling for functional diffuse optical tomography. NeuroImage 30 (1) (2006)
Ville Kolehmainen, Simon R. Arridge, Jari P. Kaipio, Martin Schweiger, Erkki Somersalo, Tanja Tarvainen, Marko Vauhkonen
Approximation Errors and Model Reduction in Optical Tomography. EMBC (2006)
Solomon Gilbert Diamond, Theodore J. Huppert, Ville Kolehmainen, Maria Angela Franceschini, Jari P. Kaipio, Simon R. Arridge, David A. Boas
Physiological System Identification with the Kalman Filter in Diffuse Optical Tomography. MICCAI (2) (2005)
Arto Voutilainen, Jari P. Kaipio
Sequential Monte Carlo estimation of aerosol size distributions. Comput. Stat. Data Anal. 48 (4) (2005)
Anna R. Ruuskanen, Aku Seppänen, Stephen Duncan, Erkki Somersalo, Jari P. Kaipio
Using tomographic measurements in process control. CDC (2004)
Tomi Huttunen, Peter Monk, Francis Collino, Jari P. Kaipio
The Ultra-Weak Variational Formulation for Elastic Wave Problems. SIAM J. Sci. Comput. 25 (5) (2004)
Mikko Kervinen, Marko Vauhkonen, Jari P. Kaipio, Pasi A. Karjalainen
Time-varying reconstruction in single photon emission computed tomography. Int. J. Imaging Syst. Technol. 14 (5) (2004)
Perttu O. Ranta-aho, Anu S. Koistinen, Jorma O. Ollikainen, Jari P. Kaipio, Juhani Partanen, Pasi A. Karjalainen
Single-trial estimation of multichannel evoked-potential measurements. IEEE Trans. Biomed. Eng. 50 (2) (2003)
Jorma O. Ollikainen, Marko Vauhkonen, Pasi A. Karjalainen, Jari P. Kaipio
A New Computational Approach for Cortical Imaging. IEEE Trans. Medical Imaging 20 (4) (2001)
Aku Seppänen, Marko Vauhkonen, Päivi Vauhkonen, Erkki Somersalo, Jari P. Kaipio
Fluid dynamical models and state estimation in process tomography: Effect due to inaccuracies in flow fields. J. Electronic Imaging 10 (3) (2001)
Marko Juntunen, Jari P. Kaipio
Stabilization of smoothness priors deterministic regression TVAR models. ICASSP (2000)
Aki Härmä, Marko Juntunen, Jari P. Kaipio
Time-varying autoregressive modeling of audio and speech signals. EUSIPCO (2000)
Jari P. Kaipio, Pasi A. Karjalainen, Marko Juntunen
Perturbation expansions in polynomial root tracking. Signal Process. 80 (3) (2000)
Pasi A. Karjalainen, Jari P. Kaipio, Anu S. Koistinen, Marko Vauhkonen
Subspace regularization method for the single-trial estimation of evoked potentials. IEEE Trans. Biomed. Eng. 46 (7) (1999)
Jari P. Kaipio, Marko Juntunen
Deterministic regression smoothness priors TVAR modelling. ICASSP (1999)
Päivi Vauhkonen, Marko Vauhkonen, Tuomo Savolainen, Jari P. Kaipio
Three-dimensional electrical impedance tomography based on the complete electrode model. IEEE Trans. Biomed. Eng. 46 (9) (1999)
Marko Juntunen, Jouko Tervo, Jari P. Kaipio
Stabilization of stationary and time-varying autoregressive models. ICASSP (1998)
Marko Vauhkonen, Dénes Vadász, Pasi A. Karjalainen, Erkki Somersalo, Jari P. Kaipio
Tikhonov regularization and prior information in electrical impedance tomography. IEEE Trans. Medical Imaging 17 (2) (1998)
Jari P. Kaipio, Pasi A. Karjalainen
Estimation of event-related synchronization changes by a new TVAR method. IEEE Trans. Biomed. Eng. 44 (8) (1997)
Markku T. Nihtilä, Jouko Tervo, Jari P. Kaipio
Simulation of a nonlinear distributed parameter bioreactor by FEM approach. Simul. Pract. Theory 5 (3) (1997)
Jari P. Kaipio, Pasi A. Karjalainen
Simulation of nonstationary EEG. Biol. Cybern. 76 (5) (1997)