Joint structure-texture low dimensional modeling for image decomposition with a plug and play framework,
Antoine Guennec, Jean-François Aujol & Yann Traonmilin. SIAM Journal on Imaging Sciences, 2025.

Parameter-free structure-texture image decomposition by unrolling,
Laura Girometti, Jean-François Aujol, Antoine Guennec & Yann Traonmilin. 10th International Conference on Scale Space and Variational Methods in Computer Vision (SSVM), 2025.

Adaptive parameter selection for gradient-sparse + low patch-rank recovery: application to image decomposition,
Antoine Guennec, Jean-François Aujol & Yann Traonmilin, EUSIPCO 2024, Lyon.

Towards optimal algorithms for the recovery of low-dimensional models with linear rates,
Yann Traonmilin, Jean-François Aujol & Antoine Guennec.(preprint) 2025.

Evaluating pedestrian crossing safety: Implementing and evaluating a convolutional neural network model trained on paired aerial and subjective perspective images,
Dylan Russon, Antoine Guennec, Juan Naredo-Turrado, Binbin Xu, Cédric Boussuge, Valérie Battaglia, Benoit Hiron & Emmanuel Lagarde. Heliyon, 2025.

Traitement automatique des résumés de passages aux urgences: focus sur la désidentification,
Loïck Bourdois, Marta Avalos, Gabrielle Chenais, Benjamin Contrand, Cédric Gil-Jardiné, Antoine Guennec-Jacques, Philippe Revel, Frantz Thiessard, Hélène Touchais & Emmanuel Lagarde. PFIA 2021-Santé et IA.

Color correction with lorentz boosts,
Antoine Guennec, Nicoletta Prencipe & Edoardo Provenzi, Proceedings of the 2021 4th International Conference on Image and Graphics Processing 2021.

Joint Structure-Texture image decomposition using a plug and play framework,
RT MAIAGES/ GdR IASIS Advances in learning-based image restoration, Institut Henri Poincaré, (12/2024)

Compressive sensing and image decomposition,
Lambda seminar, Institut of Mathematics of Bordeaux, (02/2023).