Internship 3D Reconstruction In The Dark Radiance Fields For Unlit Environments-Saclay H/F CEA
- Saclay - 91
- Stage
- 6 mois
- Industrie high-tech • Telecom
Les missions du poste
As an intern at the CEA, you will have the opportunity to work within a world-renowned research environment. Our teams consist of passionate and dedicated experts, providing an ideal setting for learning and collaboration. You will have access to state-of-the-art equipment and top-tier research resources to carry out your assignments. The work conducted may potentially lead to a scientific publication.
What do we expect from you?
The intern will be responsible for:
-State of the Art Review: Analyzing existing 3D reconstruction methods (NeRF, Gaussian Splatting) and their limitations in unlit environments.
-Prototyping: Implementing a solution that model the light source in the inverse rendering reconstruction pipeline.
-Experimentation: Testing the system in real or simulated scenarios, with different light configurations.
-Optimization: Improving robustness and the reconstruction accuracy (large environment, reflective sufaces)
-Validation: Comparing results with classical methods (with fixed lighting) and evaluating improvements in quality and robustness.
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Le profil recherché
- Currently enrolled in your final year of a Master's program (M2) or an Engineering School (including gap year students).
- Strong skills in computer vision and machine learning, particularly.
- High proficiency in Python alongside experience using a deep learning framework, with a strong preference for PyTorch.
Les avantages
- Télétravail jusqu’à 3 jours par semaine
- 52 jours de congés/RTT
- Possibilité d’aménagement du temps de travail
- Formation personnalisée
- Restauration d’entreprise
- Offre de transport interne et prise en charge Navigo and co,
- Mutuelle d’entreprise avantageuse
- CE (aides vacances, loisirs, frais de garde, scolarité des enfants etc
Les étapes de recrutement
Les étapes de recrutement peuvent varier selon l'offre à laquelle vous postulez.
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Dépôt de CV via notre site carrière
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Préqualification téléphonique
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Entretiens et évaluation avec manager et RH
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Négociation salariale et contrat de travail
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Embauche et intégration
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Publiée le 28/10/2026 - Réf : 2026-42017