| 2018 | ICIP | Alzheimer'S Disease Diagnosis with FDG-PET Brain Images By Using Multi-Level Features. | Xiaoxi Pan, Mouloud Adel, Caroline Fossati, Thierry Gaidon, Eric Guedj |
| 2015 | ACIVS | Edge Detection Method Based on Signal Subspace Dimension for Hyperspectral Images. | Caroline Fossati, Salah Bourennane, Alexis Cailly |
| 2015 | ACIVS | Minimizing the Impact of Signal-Dependent Noise on Hyperspectral Target Detection. | Josselin Juan, Salah Bourennane, Caroline Fossati |
| 2013 | ICASSP | Fast and improved hand classification using dimensionality reduction and test set reduction. | Nabil Boughnim, Julien Marot, Caroline Fossati, Salah Bourennane, Frdric Gurault |
| 2012 | ACIVS | Hand Posture Classification by Means of a New Contour Signature. | Nabil Boughnim, Julien Marot, Caroline Fossati, Salah Bourennane |
| 2012 | ICIP | Classification improvement based on non-white noise reduction using parafac decompositon for hyperspectral images. | Xuefeng Liu, Salah Bourennane, Caroline Fossati |
| 2009 | ICIP | Statistical-based linear vessel structure detection in medical images. | Mouloud Adel, Monique Rasigni, Thierry Gaidon, Caroline Fossati, Salah Bourennane |
| 2009 | ICIP | Fast subspace-based tensor data filtering. | Julien Marot, Caroline Fossati, Salah Bourennane |