Working Student (all genders) – Robust Feed-Forward 3D Reconstruction for Dynamic Scene
Xitaso · Augsburg
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- Company
- Xitaso
- Location
- Augsburg
- Salary
- €15.50 to €19.50
- Posted
- September 3, 2026
About this job
Abstract Feed-forward 3D reconstruction models can recover scene geometry directly from images or videos without costly scene-specific optimization. By combining large-scale pre-training, multi-view reasoning, and strong geometric priors, these models provide an efficient alternative to traditional reconstruction pipelines such as Structure-from-Motion, NeRF, and optimization-based 3D Gaussian Splatting. Despite recent progress, current models remain sensitive to challenging real-world conditions. Occlusions, moving objects, illumination changes, nighttime scenes, reflections, rain, fog, and snow can result in incomplete geometry, unreliable correspondences, and temporally inconsistent predictions.…
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