| 2023 | CVPR | Seg-XRes-CAM: Explaining Spatially Local Regions in Image Segmentation. | Syed Nouman Hasany, Caroline Petitjean, Fabrice Mriaudeau |
| 2020 | MICCAI | Explainability for Regression CNN in Fetal Head Circumference Estimation from Ultrasound Images. | Jing Zhang, Caroline Petitjean, Florian Yger, Samia Ainouz |
| 2019 | ICDAR | Pattern Spotting in Historical Documents Using Convolutional Models. | Ignacio beda, Jos M. Saavedra, Stphane Nicolas, Caroline Petitjean, Laurent Heutte |
| 2017 | MICCAI | Medical Image Synthesis with Context-Aware Generative Adversarial Networks. | Dong Nie, Roger Trullo, Jun Lian, Caroline Petitjean, Su Ruan, Qian Wang, Dinggang Shen |
| 2017 | MICCAI | Joint Segmentation of Multiple Thoracic Organs in CT Images with Two Collaborative Deep Architectures. | Roger Trullo, Caroline Petitjean, Dong Nie, Dinggang Shen, Su Ruan |
| 2017 | SMC | Deep features for breast cancer histopathological image classification. | Fabio A. Spanhol, Luiz S. Oliveira, Paulo R. Cavalin, Caroline Petitjean, Laurent Heutte |
| 2016 | ICFHR | Region Proposal for Pattern Spotting in Historical Document Images. | Sovann En, Caroline Petitjean, Stphane Nicolas, Laurent Heutte, Frdric Jurie |
| 2016 | ICIP | Polarization-based specularity removal method with global energy minimization. | Fan Wang, Samia Ainouz, Caroline Petitjean, Abdelaziz Bensrhair |
| 2016 | ICPR | Pattern localization in historical document images via template matching. | Sovann En, Caroline Petitjean, Stphane Nicolas, Laurent Heutte, Frdric Jurie |
| 2016 | IJCNN | Breast cancer histopathological image classification using Convolutional Neural Networks. | Fabio Alexandre Spanhol, Luiz S. Oliveira, Caroline Petitjean, Laurent Heutte |
| 2015 | ICDAR | Segmentation-free pattern spotting in historical document images. | Sovann En, Caroline Petitjean, Stphane Nicolas, Laurent Heutte |
| 2012 | MICCAI | A Random Forest Based Approach for One Class Classification in Medical Imaging. | Chesner Dsir, Simon Bernard, Caroline Petitjean, Laurent Heutte |
| 2012 | SSPR | A New Random Forest Method for One-Class Classification. | Chesner Dsir, Simon Bernard, Caroline Petitjean, Laurent Heutte |
| 2009 | IBPRIA | A Top-Down Approach for Automatic Dropper Extraction in Catenary Scenes. | Caroline Petitjean, Laurent Heutte, Rgis Kouadio, Vincent Delcourt |
| 2009 | MVA | Classification of In-Vivo Endomicroscopic Images of the Alveolar Respiratory System. | Caroline Petitjean, Jonathan Benoist, Luc Thiberville, Mathieu Salan, Laurent Heutte |
| 2009 | MVA | Automatic Extraction of Droppers in Catenary Scenes. | Caroline Petitjean, Laurent Heutte, Rgis Kouadio, Vincent Delcourt |
| 2003 | ICIP | Variational non rigid image registration using exclusive F-information. | Nicolas Rougon, Caroline Petitjean, Franoise J. Prteux |