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Generalizing Discrete Convolutions for Unstructured Point Clouds
(The Eurographics Association, 2019)
Point clouds are unstructured and unordered data, as opposed to images. Thus, most of machine learning approaches, developed for images, cannot be directly transferred to point clouds. It usually requires data transformation ...
A 3D CAD Assembly Benchmark
(The Eurographics Association, 2019)
Evaluating the effectiveness of the systems for the retrieval of 3D assembly models is not trivial. CAD assembly models can be considered similar according to different criteria and at different levels (i.e. globally or ...