| 2018 | FUSION | 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 |
| 2016 | IJCNN | A null space based one class kernel Fisher discriminant. | Franck Dufrenois, Jean-Charles Noyer |
| 2015 | IJCNN | Generalized eigenvalue proximal support vector machines for outlier description. | Franck Dufrenois, Jean-Charles Noyer |
| 2014 | ACSSC | A generic particle filtering approach for multiple polyhedral object tracking in a distributed active sensor network. | Benot Fortin, Rgis Lherbier, Jean-Charles Noyer |
| 2014 | FUSION | A track-before-detect approach for extended target tracking in multi-lidar systems using a low-level centralized fusion framework. | Benot Fortin, Rgis Lherbier, Jean-Charles Noyer |
| 2013 | FUSION | A labeled PHD filter for extended target tracking in lidar data using geometric invariance properties: Vehicular application. | Benot Fortin, Rgis Lherbier, Jean-Charles Noyer |
| 2012 | IJCNN | Discriminative kernel hat matrix: A new tool for automatic outlier identification. | Franck Dufrenois, Jean-Charles Noyer |
| 2011 | IJCNN | Discriminative Hat Matrix: A new tool for outlier identification and linear regression. | Franck Dufrenois, Jean-Charles Noyer |
| 2009 | IJCNN | A kernel hat matrix based rejection criterion for outlier removal in support vector regression. | Franck Dufrenois, Jean-Charles Noyer |
| 2006 | ICIP | Visual Target Tracking using Improved and Computationally Efficient Particle Filtering. | Yan Zhai, Mark B. Yeary, Jean-Charles Noyer, Joseph P. Havlicek, Shamim Nemati, Patrick Lanvin |
| 2005 | ICIP | Visual tracking using sequential importance sampling with a state partition technique. | Yan Zhai, Mark B. Yeary, Joseph P. Havlicek, Jean-Charles Noyer, Patrick Lanvin |
| 2004 | SMC | Non-linear filtering for land vehicle navigation with GPS outage. | Abdelkabir Lahrech, Christophe Boucher, Jean-Charles Noyer |