Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis
Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis
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Ithaca: Cornell University Library, arXiv.org
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English
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Ithaca: Cornell University Library, arXiv.org
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We propose an auto-encoding network architecture for point clouds (PC) capable of extracting shape signatures without supervision. Building on this, we (i) design a loss function capable of modelling data variance on PCs which are unstructured, and (ii) regularise the latent space as in a variational auto-encoder, both of which increase the auto-en...
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Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis
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TN_cdi_proquest_journals_2262538920
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2262538920
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2331-8422
