CORDIS Project
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This research focuses on developing efficient optimization methods for Computer Vision tasks, such as 3D object reconstruction and shape tracking. It aims to create globally optimal solutions through convex formulations and innovative algorithms, enhancing the applicability of optimization techniques in image understan…
Optimization methods have become an established paradigm to address most Computer Vision challenges including thereconstruction of three-dimensional objects from multiple images, or the tracking of a deformable shape over time.
Yet, it hasbeen largely overlooked that optimization approaches are practically useless if they do not come with efficient algorithms tocompute minimizers of respective energies.
Most existing formulations give rise to non-convex energies.
As a consequence,solutions highl…
TECHNISCHE UNIVERSITAET MUENCHEN
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