Laurent Caraffa
Scholar

Laurent Caraffa

Google Scholar ID: N0YTGr8AAAAJ
Researcher
Computer visionMarkov Random Fieldimage defoggingComputational geometry
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Citations & Impact
All-time
Citations
439
 
H-index
8
 
i10-index
6
 
Publications
20
 
Co-authors
3
list available
Contact
GitHubOpen ↗LinkedInOpen ↗
Publications
8 items
SEM-ROVER: Semantic Voxel-Guided Diffusion for Large-Scale Driving Scene Generation
2026
Cited
0
Dissipative Learning: A Framework for Viable Adaptive Systems
2026
Cited
0
Thermodynamically Optimal Regularization under Information-Geometric Constraints
2026
Cited
0
BEDS : Bayesian Emergent Dissipative Structures : A Formal Framework for Continuous Inference Under Energy Constraints
arXiv.org · 2026
Cited
0
Fast 3D point clouds retrieval for Large-scale 3D Place Recognition
2025
Cited
0
Fused-Planes: Improving Planar Representations for Learning Large Sets of 3D Scenes
2024
Cited
1
Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder
arXiv.org · 2024
Cited
1
RefinedFields: Radiance Fields Refinement for Unconstrained Scenes
2023
Cited
7
Resume (English only)
Academic Achievements
  • Published papers related to image processing under bad weather conditions.
Research Experience
  • Works as a researcher in computer science at IGN.
Background
  • Researcher in computer science at IGN (MATIS team), Paris. Research interests include photogrammetry, 3D reconstruction, optimization, QPBO, GNC, and image processing in bad weather conditions.
Miscellany
  • Interested in digital art, particularly photography and 3D rendering.
Co-authors
3 total
Jean-Philippe Tarel
Jean-Philippe Tarel
Researcher, Gustave Eiffel University, France
Co-author 2
Co-author 2
Co-author 3
Co-author 3