| 2009 | Calibration factor estimation based on statistical modeling of scattering coefficient. | Zengguo Sun, Chongzhao Han, Ram M. Narayanan, Shigang Liu |
| 2009 | PHD intensity filtering is one step of a MAP estimation algorithm for positron emission tomography. | Roy L. Streit |
| 2009 | Gaussian mixtures proposal density in particle filter for track-before-detect. | Ondrej Straka, Miroslav Simandl, Jindrich Dunk |
| 2009 | Incremental graph matching for Situation Awareness. | Adam Stotz, Rakesh Nagi, Moises Sudit |
| 2009 | Improvement in track-to-track association from using an adaptive threshold. | Lawrence D. Stone, Thy M. Tran, Mark L. Williams |
| 2009 | Agent/Source Characterization for exploitation of human-generated intelligence. | Alan N. Steinberg |
| 2009 | Context-sensitive data fusion using structural equation modeling. | Alan N. Steinberg |
| 2009 | Embedded realtime feature fusion based on ANN, SVM and NBC. | Andreas Starzacher, Bernhard Rinner |
| 2009 | Situation assessment for a centralised intelligence fusion framework for emergency services. | Dafni Stampouli, Daniel Vincen, Gavin Powell |
| 2009 | Tracking of targets with state dependent measurement errors using recursive BLUE filters. | Morten Stakkeland, yvind Overrein, Edmund Frland Brekke, Oddvar Hallingstad |
| 2009 | Fusing correlated data from multiple classifiers for improved biometric verification. | Nisha Srinivas, Kalyan Veeramachaneni, Lisa Ann Osadciw |
| 2009 | Information analysis in passive radar networks for target tracking. | Gkhan Soysal, Ali Onder Bozdogan, Murat Efe |
| 2009 | Performance improvements in distributed estimation and fusion induced by a trusted core. | Kiran K. Somasundaram, John S. Baras |
| 2009 | Refined labels for qualitative information fusion in decision-making support system. | Florentin Smarandache, Jean Dezert, Xinde Li |
| 2009 | Road target tracking with an approximative Rao-Blackwellized Particle Filter. | Per Skoglar, Umut Orguner, David Trnqvist, Fredrik Gustafsson |
| 2009 | Flexible ID association-based tracking algorithm. | Abhijit Sinha, Daniel J. Peters |
| 2009 | Data fusion techniques applied to scenarios including ADS-B and radar sensors for air traffic control. | Julio Lana Roldao da Silva, Jos F. B. Brancalion, David Fernandes |
| 2009 | A robust method for computing truth-to-track assignments. | Mark Silbert |
| 2009 | Improved divided difference filter based on Newton-Raphson method for target tracking. | Yong Shi, Chongzhao Han, Yongqi Liang |
| 2009 | Adaptive UKF for target tracking with unknown process noise statistics. | Yong Shi, Chongzhao Han, Yongqi Liang |
| 2009 | Solving disagreements in a multi-agent system performing Situation Assessment. | Giuseppe Paolo Settembre, Daniele Nardi, Roberta Pigliacampo, Alessandro Farinelli, Mirco Rossi |
| 2009 | Tracking of multiple contaminant clouds. | Franois Septier, Avishy Carmi, Simon J. Godsill |
| 2009 | Decentralized geolocation and optimal path planning using limited UAVs. | Sean R. Semper, John L. Crassidis |
| 2009 | Unifying Bayesian networks and IMM filtering for improved multiple model estimation. | Robin Schubert, Gerd Wanielik |
| 2009 | System prediction combining state estimation with an evidential influence diagram. | Johan Schubert, Pontus Svenson, Christian Mrtenson |