| 2022 | A comparison between PMBM Bayesian track initiation and labelled RFS adaptive birth. | ngel F. Garca-Fernndez, Yuxuan Xia, Lennart Svensson |
| 2022 | A Variational Bayes Association-based Multi-object Tracker under the Non-homogeneous Poisson Measurement Process. | Runze Gan, Qing Li, Simon J. Godsill |
| 2022 | Rejection Sampling from Arbitrary Multivariate Distributions Using Generalized Fibonacci Lattices. | Daniel Frisch, Uwe D. Hanebeck |
| 2022 | Deterministic Sampling on the Circle Using Projected Cumulative Distributions. | Daniel Frisch, Uwe D. Hanebeck |
| 2022 | Optimal Linear Fusion of Dimension-Reduced Estimates Using Eigenvalue Optimization. | Robin Forsling, Zoran Sjanic, Fredrik Gustafsson, Gustaf Hendeby |
| 2022 | Combined Road Tracking for Paved Roads and Dirt Roads: LiDAR Measurements and Image Color Modes. | Bianca Forkel, Hans-Joachim Wuensche |
| 2022 | A vehicle detector based on notched power for distributed acoustic sensing. | Marco Fontana, ngel F. Garca-Fernndez, Simon Maskell |
| 2022 | On Particle Filters with High Complexity Combinatorial Likelihood Functions. | Samuel J. Ferguson, Jeffrey Silver, Roy L. Streit |
| 2022 | Decentralized Collaborative Localization with Map Update using Schmidt-Kalman Filter. | Maxime Escourrou, Joelle Al Hage, Philippe Bonnifait |
| 2022 | Analysis of Multiple Positions for the Intrinsic and Extrinsic Calibration of a Multi-Beam LiDAR. | Dominik Ernst, Hamza Alkhatib, Ingo Neumann, Sren Vogel |
| 2022 | Fast optimize-and-sample method for differentiable Galerkin approximations of multi-layered Gaussian process priors. | Muhammad F. Emzir, Niki Andreas Lopi, Zheng Zhao, Syeda Sakira Hassan, Simo Srkk |
| 2022 | An Optimal Transport Perspective on Gamma Gaussian Inverse-Wishart Mixture Reduction. | Alessandro D'Ortenzio, Costanzo Manes, Umut Orguner |
| 2022 | A Model Selection criterion for the Mixture Reduction problem based on the Kullback - Leibler Divergence. | Alessandro D'Ortenzio, Costanzo Manes, Umut Orguner |
| 2022 | An Effective Measure of Uncertainty of Basic Belief Assignments. | Jean Dezert |
| 2022 | Thermal and Visible Image Registration Using Deep Homography. | Benoit Debaque, Hughes Perreault, Jean-Philippe Mercier, Marc-Antoine Drouin, Rares David, Bndicte Chatelais, Nicolas Duclos-Hindi, Sbastien Roy |
| 2022 | A multi-Bernoulli Gaussian filter for track-before-detect with superpositional sensors. | Elinor S. Davies, ngel F. Garca-Fernndez |
| 2022 | A Joint Multiple Hypothesis Tracking and Particle Filter Approach for Aerial Data Fusion. | Francesco d'Apolito, Christian Eliasch, Christoph Sulzbachner, Christoph F. Mecklenbruker |
| 2022 | On the Role of the Diffusion Matrix in Stiffness Mitigation for Stochastic Particle Flow Filters. | Liyi Dai, Fred Daum |
| 2022 | An Improved B-spline Extended Object Tracking Model using the Iterative Closest Point Method. | Karl-Magnus Dahln, Christopher Lindberg, Masaki Yoneda, Takashi Ogawa |
| 2022 | Coordinates and Conversions for Surface-Wave Radar. | David Frederic Crouse |
| 2022 | Planar 3D Assignment For Sensor Resource Allocation. | David Frederic Crouse |
| 2022 | Temporal Gaussian Process Regression in Logarithmic Time. | Adrien Corenflos, Zheng Zhao, Simo Srkk |
| 2022 | Robustness in Multiple-Hypothesis Tracking. | Stefano Coraluppi |
| 2022 | Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography. | Navin Cooray, Zhenglin Li, Jinzhuo Wang, Christine Lo, Mahnaz Arvaneh, Mkael Symmonds, Michele T. M. Hu, Maarten De Vos, Lyudmila S. Mihaylova |
| 2022 | Particle Flow Gaussian Particle Filter. | Karthik Comandur, Yunpeng Li, Santosh Nannuru |