| 2018 | Passive Multi-Target Tracking Using the Adaptive Birth Intensity PHD Filter. | Christopher Berry, Donald J. Bucci, Samuel Watt Schmidt |
| 2018 | GNSS Ambiguity Resolution by Adaptive Mixture Kalman Filter. | Karl Berntorp, Avishai Weiss, Stefano Di Cairano |
| 2018 | Comparison of Gain Function Approximation Methods in the Feedback Particle Filter. | Karl Berntorp |
| 2018 | Reduced Order Nonlinear Filters for Multi-Scale Systems with Correlated Sensor Noise. | Ryne T. Beeson, Hoong Chieh Yeong, Navaratnam Sri Namachchivaya, Nicolas Perkowski |
| 2018 | Performance Evaluation for Large-Scale Multi-Target Tracking Algorithms. | Michael Beard, Ba-Tuong Vo, Ba-Ngu Vo |
| 2018 | Learning Switching Models for Abnormality Detection for Autonomous Driving. | Mohamad Baydoun, Damian Campo, Valentina Sanguineti, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni |
| 2018 | A New Image and Video Fusion Method Based on Cross Bilateral Filter. | Durga Prasad Bavirisetti, Gang Xiao, Junhao Zhao, Xingchen Zhang, Pengbo Wang |
| 2018 | Efficient Computing of Dempster-Shafer Theoretic Conditionals for Big Hard/Soft Data Fusion. | Joshua Bassey, Xiangfang Li, Lijun Qian, Alexander J. Aved, Timothy S. Kroecker |
| 2018 | Sequential Event Detection Using Multimodal Data in Nonstationary Environments. | Taposh Banerjee, Gene T. Whipps, Prudhvi Gurram, Vahid Tarokh |
| 2018 | Detection of Multiple Targets in an Image. | Balakumar Balasingam |
| 2018 | Object-Related Alignment of Heterogeneous Image Data in Remote Sensing. | Stefan Auer, Peter Reinartz, Michael Schmitt |
| 2018 | Geometric Multi-Wavelet Total Variation for SAR Image Time Series Analysis. | Abdourrahmane M. Atto, Anoumou Kemavo, Jean-Paul Rudant, Grgoire Mercier |
| 2018 | Fusion of GPS/OSM/DEM Data by Particle Filtering for Vehicle Attitude Estimation. | Hiba Al Assaad, Christophe Boucher, Jean-Charles Noyer, Ali Daher, Ahmad Shahin |
| 2018 | Learning the Parameters of Spatially-Referring Natural Language Likelihoods in Binary Models. | Sanjeev Arulampalam, Branko Ristic, Jonathan Legg |
| 2018 | Encrypted Multisensor Information Filtering. | Mikhail Aristov, Benjamin Noack, Uwe D. Hanebeck, Jrn Mller-Quade |
| 2018 | A Sensor Fault-Resilient Framework for Predictive Emission Monitoring Systems. | Daniele Angelosante, Marco Guerriero, Gregorio Ciarlo, Nunzio Bonavita |
| 2018 | Heterogeneous Track-to-Track Fusion Using Equivalent Measurement and Unscented Transform. | Christoph Allig, Gerd Wanielik |
| 2018 | Source Location with Quantized Sensor Data Corrupted by False Information. | Maitham Al-Salman, Ruixin Niu |
| 2018 | Analysis of Partial Knowledge of Correlations in an Estimation Fusion Problem. | Jir Ajgl, Ondrej Straka |
| 2018 | The Information Fusion of the IR and UV Image for the Insulation Fault Diagnosis. | Jianyong Ai, Li Ma, Kai Gao, Lijun Jin |
| 2018 | QuickSketch: Building 3D Representations in Unknown Environments Using Crowdsourcing. | Fawad Ahmad, Hang Qiu, Xiaochen Liu, Fan Bai, Ramesh Govindan |
| 2018 | A Meta-Tracking Approach for Predicting the Driver or Passenger Intent. | Bashar I. Ahmad, Patrick M. Langdon, Simon J. Godsill |
| 2018 | A Fast MCMC Particle Filter. | Ori Aharon, Or Tslil, Avishy Carmi |
| 2018 | Risks and Benefits of Side-Channels in Battlefields. | Ioannis Agadakos, Gabriela F. Ciocarlie, Bogdan Copos, Tancrde Lepoint, Ulf Lindqvist, Michael E. Locasto, James R. Michaelis |
| 2018 | A Gaussian Process Convolution Particle Filter for Multiple Extended Objects Tracking with Non-Regular Shapes. | Waqas Aftab, Allan De Freitas, Mahnaz Arvaneh, Lyudmila Mihaylova |