Accurate 3D scene reconstruction from images with neural Method H/F
il y a 1 jour
Accurate 3D scene reconstruction from images with neural Method H/F Référence 2025-37890 Based in Saclay (Essonne), the LIST is one of the two institutes of CEA Tech, the Technological Research Division of the CEA. Dedicated to intelligent digital systems, its mission is to carry out technological developments of excellence on behalf of industrial partners, in order to create value. Within the LIST, the Laboratory of Vision for Modeling and Localization (LVML) conducts its research in the field of computer vision and artificial intelligence for the perception of intelligent and autonomous systems. The laboratory's research themes include 3D localization, segmentation, characterization and vision for robotics. Domaine Contrat Stage Accurate 3D scene reconstruction from images with neural Method H/F Stage 3D reconstruction of an environment or object using multiple 2D images observed at different viewpoints is a well‑studied research topic with multiple applications in robotics, medicine, AR/VR, and automotive. Recent work using AI techniques so‑called Neural Fields have revolutionized the field of rendering‑based images. While generating highly realistic visualization of 3D environments, Neural Fields also recover dense 3D surfaces leading to high‑fidelity 3D reconstruction. However, those techniques have limitations in terms of robustness and accuracy when it comes to large environments and specular objects such as metallic surfaces in an industrial environment. Missions during this internship, you will explore the state‑of‑the‑art techniques for 3D scene reconstruction from 2D image using Neural Fields. With a focus on the accuracy of reconstructed geometry, you will design and develop a method of 3D surface reconstruction, which will be applied to industrial environment. The internship will notably include: Reviewing existing literature on the topic Selecting and implementing an existing approach in the Neural Fields framework NeRFStudio Benchmarking the new method using images capturing an industrial environment Job‑related benefits Joining the CEA List and the LVML as an intern means: Working in one of the most innovative research organizations in the world, addressing societal challenges to build the world of tomorrow Discovering a rich ecosystem: privileged connections between the industrial and academic sectors Conducting research autonomously and creatively: encouragement to publish results (scientific articles, patents, open‑source codes…) Join a young and dynamic team Benefit from an internal computing infrastructure with more than 300 state‑of‑the‑art GPUs Receive a stipend between €1300 and €1400 per month Have the opportunity to continue with a PhD or as a research engineer after the internship Receive a 75% reimbursement on public transportation costs, and benefit from the “mobili‑jeune” aid to reduce rent costs… Qualifications Students in their 5th year of studies (Master 2) or gap year Python proficiency in a deep learning framework (preferably PyTorch) #J-18808-Ljbffr
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Saclay, France CEA Temps pleinRISOTY : Méthodes inverses pour la spectro-imagerie X et gamma H/FJoin us to apply for the RISOTY : Méthodes inverses pour la spectro-imagerie X et gamma H/F role at CEA.Over the past 20 years, the astrophysics department of CEA (AIM), the electronics, detectors, and computer science department for physics at CEA, and the company 3D PLUS (Buc,...
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Saclay, Île-de-France CEA Temps pleinInformations générales Entité de rattachement Le CEA est un acteur majeur de la recherche, au service des citoyens, de l'économie et de l'Etat.Il apporte des solutions concrètes à leurs besoins dans quatre domaines principaux : transition énergétique, transition numérique, technologies pour la médecine du futur, défense et sécurité sur un...
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Saclay, France CEA Temps pleinOverviewImage Editing of Complex Visual Scene via Natural Language H/FOrganizationThe French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, development and innovation in four main areas: defence and security; nuclear energy (fission and fusion); technological research for industry; fundamental research in the physical...
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Camera-radar 3D perception model for autonomous driving H/F
il y a 2 jours
Saclay, Île-de-France CEA Temps pleinPosition descriptionCategoryMathematics, information, scientific, softwareContractInternshipJob titleCamera-radar 3D perception model for autonomous driving H/FSubjectCamera-radar 3D perception model for autonomous drivingContract duration (months)6Job DescriptionThe goal of this internship is to investigate advanced methods for fusing complementary...
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Saclay, France CEA Temps pleinOrganisation The French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, development and innovation in four main areas: defence and security nuclear energy (fission and fusion) technological research for industry fundamental research in the physical sciences and life sciences Drawing on its widely acknowledged expertise,...
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Image Editing of Complex Visual Scene via Natural Language H/F
il y a 4 heures
Saclay, Île-de-France CEA Temps pleinGeneral information Organisation The French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, development and innovation in four main areas :• defence and security,• nuclear energy (fission and fusion),• technological research for industry,• fundamental research in the physical sciences and life sciences.Drawing...
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Ingénieur-chercheur en intelligence artificielle
il y a 3 heures
Saclay, Île-de-France CEA Temps pleinInformations générales Entité de rattachement Le CEA est un acteur majeur de la recherche, au service des citoyens, de l'économie et de l'Etat.Il apporte des solutions concrètes à leurs besoins dans quatre domaines principaux : transition énergétique, transition numérique, technologies pour la médecine du futur, défense et sécurité sur un...
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Saclay, France CEA Temps pleinRejoignez-nous en Stage ! CEA Tech Corporate from CEA Tech on Vimeo. En tant que stagiaire au CEA, vous aurez l'opportunité de travailler au sein d'un environnement de recherche de renommée mondiale. Nos équipes sont composées d'experts passionnés et dédiés, offrant un cadre propice à l'apprentissage et à la collaboration. Vous aurez accès à des...
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Camera-radar 3D perception model for autonomous driving H/F
il y a 2 semaines
Saclay, Île-de-France CEA Temps pleinGeneral information Organisation The French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, development and innovation in four main areas :• defence and security,• nuclear energy (fission and fusion),• technological research for industry,• fundamental research in the physical sciences and life sciences.Drawing...
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Saclay, Île-de-France CEA Temps pleinRejoignez-nous en Stage CEA Tech Corporate from CEA Tech on Vimeo .En tant que stagiaire au CEA, vous aurez l'opportunité de travailler au sein d'un environnement de recherche de renommée mondiale. Nos équipes sont composées d'experts passionnés et dédiés, offrant un cadre propice à l'apprentissage et à la collaboration. Vous aurez accès à des...
