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Showing 1 to 2 of 2 for “"3D shape learning"”.
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From Discrete to Continuous: Learning 3D Geometry from Unstructured Points by Random Continuous Space Queries
… methods and building well-behaved point-cloud 3D shape features to achieve more robust, invariant, and versatile implicit neural representations (INR) of 3D shapes. In recent efforts to explore point-cloud based learning methods to improve 3D shape analysis, there has been much attention paid …
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Learning viewer-centered projections for 3D shape completion
… is to determine the effectiveness of different 3D shape representations in learning to generate volumetric shapes using deep neural networks. We propose to automatically reconstruct a 3D model from a single-view image of an object by synthesizing multiple depth images and inferring the volume …