Learning Shape Templates with Structured Implicit Functions

International Conference on Computer Vision, pp. 7154-7164, 2019.

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This paper investigates using structured implicit functions to learn a template for a diverse collection of 3D shapes

Abstract:

Template 3D shapes are useful for many tasks in graphics and vision, including fitting observation data, analyzing shape collections, and transferring shape attributes. Because of the variety of geometry and topology of real-world shapes, previous methods generally use a library of hand-made templates. In this paper, we investigate learni...More

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