Isaac Skog
Linköpings Universitet
H-index: 33
Europe-Sweden
Top articles of Isaac Skog
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Uncertainty quantification in neural network classifiers—A local linear approach | Automatica | Magnus Malmström Isaac Skog Daniel Axehill Fredrik Gustafsson | 2024/5/1 |
Dynamically Iterated Filters: A unified framework for improved iterated filtering and smoothing | arXiv preprint arXiv:2404.15359 | Anton Kullberg Martin A Skoglund Isaac Skog Gustaf Hendeby | 2024/4/17 |
MAINS: A Magnetic Field Aided Inertial Navigation System for Indoor Positioning | IEEE Sensors Journal | Chuan Huang Gustaf Hendeby Hassen Fourati Christophe Prieur Isaac Skog | 2024/3/26 |
Signals-of-Opportunity-Based Hydrophone Array Shape and Orientation Estimation | IEEE Journal of Oceanic Engineering | Isaac Skog Magnus Lundberg Nordenvaad Gustaf Hendeby | 2024/3/18 |
Extended target tracking utilizing machine-learning software–with applications to animal classification | IEEE Signal Processing Letters | Magnus Malmström Anton Kullberg Isaac Skog Daniel Axehill Fredrik Gustafsson | 2024/1/11 |
Underwater environment modeling for passive sonar track-before-detect | Daniel Bossér Robin Forsling Isaac Skog Gustaf Hendeby Magnus Lundberg Nordenvaad | 2023/6/5 | |
Fusion framework and multimodality for the Laplacian approximation of Bayesian neural networks | arXiv preprint arXiv:2310.08315 | Magnus Malmström Isaac Skog Daniel Axehill Fredrik Gustafsson | 2023/10/12 |
On the validity of using the delta method for calculating the uncertainty of the predictions from an overparameterized model | IFAC-PapersOnLine | Magnus Malmström Isaac Skog Daniel Axehill Fredrik Gustafsson | 2023/1/1 |
Tightly Integrated Motion Classification and State Estimation in Foot-Mounted Navigation Systems | Isaac Skog Gustaf Hendeby Manon Kok | 2023/9/25 | |
Unified Linearization-based Nonlinear Filtering | arXiv preprint arXiv:2309.07631 | Anton Kullberg Isaac Skog Gustaf Hendeby | 2023/9/14 |
Iterated Filters for Nonlinear Transition Models | Anton Kullberg Isaac Skog Gustaf Hendeby | 2023/6/27 | |
On the Relationship Between Iterated Statistical Linearization and Quasi–Newton Methods | IEEE Signal Processing Letters | Anton Kullberg Martin A Skoglund Isaac Skog Gustaf Hendeby | 2023/11/24 |
A Novel and Fast Approach for Reconstructing CASSI-Raman Spectra using Generative Adversarial Networks | Jacob Eek David Gustafsson Ludwig Hollmann Markus Nordberg Isaac Skog | 2022/4/19 | |
Inertial navigation using an inertial sensor array | arXiv preprint arXiv:2201.11983 | Håkan Carlsson Isaac Skog Gustaf Hendeby Joakim Jaldén | 2022/1/28 |
A statistically motivated likelihood for track-before-detect | Daniel Bossér Gustaf Hendeby Magnus Lundberg Nordenvaad Isaac Skog | 2022/9/20 | |
Maximum likelihood separation of anthropogenic and wind-generated underwater noise | The Journal of the Acoustical Society of America | Robin Larsson Nordström Emilia Lalander Isaac Skog Mathias Andersson | 2022/9/1 |
Detection of outliers in classification by using quantified uncertainty in neural networks | Magnus Malmström Isaac Skog Daniel Axehill Fredrik Gustafsson | 2022/7/4 | |
A tightly-integrated magnetic-field aided inertial navigation system | Chuan Huang Gustaf Hendeby Isaac Skog | 2022/7/4 | |
Online joint state inference and learning of partially unknown state-space models | IEEE Transactions on Signal Processing | Anton Kullberg Isaac Skog Gustaf Hendeby | 2021/7/9 |
Quantifying the uncertainty of the relative geometry in inertial sensors arrays | IEEE Sensors Journal | Håkan Carlsson Isaac Skog Thomas B Schön Joakim Jaldén | 2021/6/17 |
Co-Authors
