Stereo Reconstruction and Contrast Restoration in Daytime Fog. - Laurent Caraffa; Jean-Philippe Tarel (ACCV (4), 2012)

Vision Enhancement in Homogeneous and Heterogeneous Fog. - Jean-Philippe Tarel; Nicolas Hautière; Laurent Caraffa; Aurélien Cord; Houssam Halmaoui; Dominique Gruyer (IEEE Intell. Transp. Syst. Mag., 2012)

Markov Random Field model for single image defogging. - Laurent Caraffa; Jean-Philippe Tarel (Intelligent Vehicles Symposium, 2013)

Reconstruction 3D à partir de paires stéréoscopiques en conditions dégradées. (3d reconstruction from stereo pairs degraded Conditions). - Laurent Caraffa (2013)

Combining Stereo and Atmospheric Veil Depth Cues for 3D Reconstruction. - Laurent Caraffa; Jean-Philippe Tarel (IPSJ Trans. Comput. Vis. Appl., 2014)

Extending α-expansion to a larger set of regularization functions. - Mathias Paget; Jean-Philippe Tarel; Laurent Caraffa (ICIP, 2015)

The Guided Bilateral Filter: When the Joint/Cross Bilateral Filter Becomes Robust. - Laurent Caraffa; Jean-Philippe Tarel; Pierre Charbonnier (IEEE Trans. Image Process., 2015)

3D Watertight Mesh Generation with Uncertainties from Ubiquitous Data. - Laurent Caraffa; Mathieu Brédif; Bruno Vallet (ACCV (4), 2016)

Tile & Merge: Distributed Delaunay Triangulations for Cloud Computing. - Laurent Caraffa; Pooran Memari; Murat Yirci; Mathieu Brédif (IEEE BigData, 2019)

Efficiently Distributed Watertight Surface Reconstruction. - Laurent Caraffa; Yanis Marchand; Mathieu Brédif; Bruno Vallet (3DV, 2021)

EvE: Exploiting Generative Priors for Radiance Field Enrichment. - Karim Kassab; Antoine Schnepf; Jean-Yves Franceschi; Laurent Caraffa; Jérémie Mary; Valérie Gouet-Brunet (CoRR, 2023)

Exploring 3D-aware Latent Spaces for Efficiently Learning Numerous Scenes. - Antoine Schnepf; Karim Kassab; Jean-Yves Franceschi; Laurent Caraffa; Flavian Vasile; Jérémie Mary; Andrew I. Comport; Valérie Gouet-Brunet (CoRR, 2024)

Scaled Inverse Graphics: Efficiently Learning Large Sets of 3D Scenes. - Karim Kassab; Antoine Schnepf; Jean-Yves Franceschi; Laurent Caraffa; Flavian Vasile; Jérémie Mary; Andrew I. Comport; Valérie Gouet-Brunet (CoRR, 2024)

Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder. - Antoine Schnepf; Karim Kassab; Jean-Yves Franceschi; Laurent Caraffa; Flavian Vasile; Jérémie Mary; Andrew I. Comport; Valérie Gouet-Brunet (ICLR, 2025)

RefinedFields: Radiance Fields Refinement for Planar Scene Representations. - Karim Kassab; Antoine Schnepf; Jean-Yves Franceschi; Laurent Caraffa; Jérémie Mary; Valérie Gouet-Brunet (Trans. Mach. Learn. Res., 2025)

Pointmap-Conditioned Diffusion for Consistent Novel View Synthesis. - Thang-Anh-Quan Nguyen; Nathan Piasco; Luis Roldão; Moussâb Bennehar; Dzmitry Tsishkou; Laurent Caraffa; Jean-Philippe Tarel; Roland Brémond (CoRR, 2025)