| 2025 | ICASSP | Evaluating the Posterior Sampling Ability of Plug&Play Diffusion Methods in Sparse-View CT. | Liam Moroy, Guillaume Bourmaud, Frdric Champagnat, Jean-Franois Giovannelli |
| 2024 | CVPR | Physics Based Camera Privacy: Lens and Network Co-Design to the Rescue. | Marius Dufraisse, Marcela Carvalho, Pauline Trouv-Peloux, Frdric Champagnat |
| 2021 | MVA | Pix2Point: Learning Outdoor 3D Using Sparse Point Clouds and Optimal Transport. | Rmy Leroy, Pauline Trouv-Peloux, Frdric Champagnat, Bertrand Le Saux, Marcela Carvalho |
| 2019 | ICASSP | Atom Selection in Continuous Dictionaries: Reconciling Polar and SVD Approximations. | Frdric Champagnat, Cdric Herzet |
| 2018 | ECCV | Deep Depth from Defocus: How Can Defocus Blur Improve 3D Estimation Using Dense Neural Networks? | Marcela Carvalho, Bertrand Le Saux, Pauline Trouv-Peloux, Andrs Almansa, Frdric Champagnat |
| 2018 | ICIP | On Regression Losses for Deep Depth Estimation. | Marcela Carvalho, Bertrand Le Saux, Pauline Trouv-Peloux, Andrs Almansa, Frdric Champagnat |
| 2017 | MVA | Texture super-resolution for 3D reconstruction. | Calum Burns, Aurlien Plyer, Frdric Champagnat |
| 2016 | FUSION | Improvement of the laplace-based particle filter for track-before-detect. | Christian Musso, Frdric Champagnat, Olivier Rabaste |
| 2013 | CVPR | Design of a Chromatic 3D Camera with an End-to-End Performance Model Approach. | Pauline Trouv, Frdric Champagnat, Guy Le Besnerais, Guillaume Druart, Jrme Idier |
| 2011 | ICIP | Point object detection using a NL-means type filter. | Laure Genin, Frdric Champagnat, Guy Le Besnerais, Laurent Coret |
| 2011 | ICIP | Single image local blur identification. | Pauline Trouv, Frdric Champagnat, Guy Le Besnerais, Jrme Idier |
| 2009 | FUSION | GM-PHD filters for multi-object tracking in uncalibrated aerial videos. | Evangeline Pollard, Aurlien Plyer, Benjamin Pannetier, Frdric Champagnat, Guy Le Besnerais |
| 2006 | CVPR | Continuous Super-Resolution for Recovery of 1-D Image Features: Algorithm and Performance Modeling. | Frdric Champagnat, Guy Le Besnerais, Caroline Kulcsar |
| 2005 | ICIP | Dense optical flow by iterative local window registration. | Guy Le Besnerais, Frdric Champagnat |
| 2005 | ICIP | A Fourier interpretation of super-resolution techniques. | Frdric Champagnat, Guy Le Besnerais |
| 2004 | BMVC | On the choice of the goodness-to-fit term for multibaseline stereovision. | Martial Sanfourche, Guy Le Besnerais, Frdric Champagnat |
| 1995 | ICASSP | An alternative to standard maximum likelihood for Gaussian mixtures. | Frdric Champagnat, Jrme Idier |
| 1993 | ICASSP | Deconvolution of sparse spike trains accounting for wavelet phase shifts and colored noise. | Frdric Champagnat, Jrme Idier, Guy Demoment |