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Geometry image super-resolution with AnisoCBConvNet architecture for efficient cloth modeling

We propose an anisotropic constrained-boundary convolutional neural networks (hereafter, AnisoCBConvNet) that can stably express high-quality meshes without oscillation by applying super-resolution operations to low-resolution cloth meshes. As a training set for the neural network, we use a pair bet...

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Detalles Bibliográficos
Autores principales: Kim, Jong-Hyun, Kim, Sun-Jeong, Lee, Jung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9401171/
https://www.ncbi.nlm.nih.gov/pubmed/36001551
http://dx.doi.org/10.1371/journal.pone.0272433