Accurate 3D Scene Reconstruction From Images With Neural Method H/F CEA

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 approaches 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...

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