| 2010 | Combined set-theoretic and stochastic estimation: A comparison of the SSI and the CS filter. | Vesa Klumpp, Benjamin Noack, Marcus Baum, Uwe D. Hanebeck |
| 2010 | The Sliced Gaussian Mixture Filter with adaptive state decomposition depending on linearization error. | Vesa Klumpp, Frederik Beutler, Uwe D. Hanebeck, Dietrich Frnken |
| 2010 | Airborne monitoring of ground traffic behaviour for hidden threat assessment. | Seungkeun Kim, Rafal Zbikowski, Antonios Tsourdos, Brian A. White |
| 2010 | Distributed information fusion filter with intermittent observations. | Du Yong Kim, Ju Hong Yoon, Young Hoon Kim, Vladimir Shin |
| 2010 | UAV path planning for maximum visibility of ground targets in an urban area. | Jongrae Kim, John L. Crassidis |
| 2010 | Probabilistic LMA-based classification of human behaviour understanding using Power Spectrum technique. | Kamrad Khoshhal, Hadi Aliakbarpour, Joo Quintas, Paulo Drews Jr., Jorge Dias |
| 2010 | A GMM approximation with merge and split for nonlinear non-Gaussian tracking. | Mohamed Sadek Kemouche, Nabil Aouf |
| 2010 | Applying optimal search theory to inland SAR: Steve Fossett case study. | Colleen M. Keller |
| 2010 | Joint PDF construction for sensor fusion and distributed detection. | Steven Kay, Quan Ding, Darren Emge |
| 2010 | An empirical comparison of Bayesian and credal combination operators. | Alexander Karlsson, Ronnie Johansson, Sten F. Andler |
| 2010 | Kalman filtering for compressed sensing. | Dimitri Kanevsky, Avishy Carmi, Lior Horesh, Pini Gurfil, Bhuvana Ramabhadran, Tara N. Sainath |
| 2010 | The base rate fallacy in belief reasoning. | Audun Jsang, Stephen O'Hara |
| 2010 | Revision of marginal probability assessments. | Peter B. Jones, Sanjoy K. Mitter, Venkatesh Saligrama |
| 2010 | Emergent adaptive noise reduction from communal cooperation of sensor grid. | Kennie H. Jones, Michael G. Jones, Douglas M. Nark, Kenneth N. Lodding |
| 2010 | Information acquisition strategies for Bayesian network-based decision support. | Ronnie Johansson, Christian Mrtenson |
| 2010 | SWARD: System for weapon allocation research & development. | Fredrik Johansson, Gran Falkman |
| 2010 | Real-time allocation of defensive resources to rockets, artillery, and mortars. | Fredrik Johansson, Gran Falkman |
| 2010 | Process noise identification based particle filter: An efficient method to track highly maneuvering target. | Jing Liu, Chongzhao Han, Prahlad Vadakkepat |
| 2010 | PHD filter with diffuse spatial prior on the birth process with applications to GM-PHD filter. | Jeremie Houssineau, Dann Laneuville |
| 2010 | Weighted unranked tree automata as a framework for plan recognition. | Johanna Hgberg, Lisa Kaati |
| 2010 | Implementation of Sequential Importance Sampling in GPGPU. | Keisuke Hayashi, Masaya M. Saito, Ryo Yoshida, Tomoyuki Higuchi |
| 2010 | Geometric augmentation of topological track atlas for localization. | Carsten Hasberg, Stefan Hensel |
| 2010 | Estimation of position from multistatic Doppler measurements. | Evan Hanusa, David W. Krout, Maya R. Gupta |
| 2010 | Derivative free Kalman filtering used for orchard navigation. | Sren Hansen, Enis Bayramoglu, Jens Christian Andersen, Ole Ravn, Nils A. Andersen, Niels Kjlstad Poulsen |
| 2010 | Data association and soft data streams. | Megan Hannigan, Deven McMaster, James Llinas, Kedar Sambhoos |