Non-Rigid Shape Correspondence Between Local and Global Scale

Jun.-Prof. Dr. Zorah Lähner, Colloquium, Symposium on 3D Object Retrieval, Santiago, Chile:

In this talk I will give an overview about the state of non-rigid correspondence methods in the era of deep learning, where current methods shine and what limitations still exist today. These range from the question whether a found solution is actually the global optimum, down to how fine-grained details in shapes from different classes can be matched to each other. Finally, we will look at the case of partial-to-partial correspondence in which no full mapping exists from one shape to another and the additional problem of estimating the overlaps poses significant challenges.

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