Simo Särkkä
Aalto-yliopisto
H-index: 44
Europe-Finland
Top articles of Simo Särkkä
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Utilizing U-Net Architectures with Auxiliary Information for Scatter Correction in CBCT Across Different Field-of-View Settings | arXiv preprint arXiv:2402.17397 | Harshit Agrawal Ari Hietanen Simo Särkkä | 2024/2/27 |
Nesting Particle Filters for Experimental Design in Dynamical Systems | arXiv preprint arXiv:2402.07868 | Sahel Iqbal Adrien Corenflos Simo Särkkä Hany Abdulsamad | 2024/2/12 |
Quantum-Assisted Hilbert-Space Gaussian Process Regression | arXiv preprint arXiv:2402.00544 | Ahmad Farooq Cristian A Galvis-Florez Simo Särkkä | 2024/2/1 |
A Gibbs Sampler for Bayesian Nonparametric State-Space Models | Christos Merkatas Simo Särkkä | 2024/4/14 | |
Indoor Positioning Methods Based on Dual Feet-Mounted IMUs With Distance Constraints | Xiaofeng Ma Simo Särkkä | 2023/9/25 | |
Gaussian-Based Parametric Bijections for Automatic Projection Filters | IEEE Transactions on Automatic Control | Muhammad F Emzir Zheng Zhao Lahouari Cheded Simo Särkkä | 2023/12/8 |
Multidimensional projection filters via automatic differentiation and sparse-grid integration | Signal Processing | Muhammad Fuady Emzir Zheng Zhao Simo Särkkä | 2023/3/1 |
Fast dynamic programming in trees in the mpc model | Chetan Gupta Rustam Latypov Yannic Maus Shreyas Pai Simo Särkkä | 2023/6/17 | |
Rao-Blackwellized Monte Carlo Data Association With Deep Metric For Object Tracking | Ajinkya Gorad Simo Särkkä | 2023/9/17 | |
Nonparametric modeling of the composite effect of multiple nutrients on blood glucose dynamics | Arina Odnoblyudova Caglar Hizli ST John Andrea Cognolato Anne Juuti | 2023/12/4 | |
Probabilistic estimation of instantaneous frequencies of chirp signals | IEEE Transactions on Signal Processing | Zheng Zhao Simo Särkkä Jens Sjölund Thomas B Schön | 2023/2/16 |
On the convergence of numerical integration as a finite matrix approximation to multiplication operator | Calcolo | Juha Sarmavuori Simo Särkkä | 2023/6 |
Single Qubit State Estimation on NISQ Devices with Limited Resources and SIC-POVMs | Cristian A Galvis-Florez Daniel Reitzner Simo Särkkä | 2023/9/17 | |
Joint use of a low thermal resolution thermal camera and an RGB camera for respiration measurement | IEEE Transactions on Instrumentation and Measurement | Zaeed Khan Matias Rusanen Miika Arvonen Timo Leppänen Simo Särkkä | 2023/11/28 |
Fourier–Hermite Dynamic Programming for Optimal Control | IEEE Transactions on Automatic Control | Syeda Sakira Hassan Simo Särkkä | 2023/1/4 |
System identification using autoregressive Bayesian neural networks with nonparametric noise models | Journal of Time Series Analysis | Christos Merkatas Simo Särkkä | 2023/5 |
Deep learning based projection domain metal segmentation for metal artifact reduction in cone beam computed tomography | IEEE Access | Harshit Agrawal Ari Hietanen Simo Särkkä | 2023/9/13 |
Modelling pathwise uncertainty of Stochastic Differential Equations samplers via Probabilistic Numerics | arXiv preprint arXiv:2401.03338 | Yvann Le Fay Simo Särkkä Adrien Corenflos | 2023/11/23 |
Online pole segmentation on range images for long-term LiDAR localization in urban environments | Robotics and Autonomous Systems | Hao Dong Xieyuanli Chen Simo Särkkä Cyrill Stachniss | 2023/1/1 |
Vessel bearing estimation using visible and thermal imaging | Ajinkya Gorad Sakira Hassan Simo Särkkä | 2023/4/18 |
Co-Authors
