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Ear Detection Using Convolutional Neural Network on Graphs with Filter Rotation

Geometric deep learning (GDL) generalizes convolutional neural networks (CNNs) to non-Euclidean domains. In this work, a GDL technique, allowing the application of CNN on graphs, is examined. It defines convolutional filters with the use of the Gaussian mixture model (GMM). As those filters are defi...

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Detalles Bibliográficos
Autores principales: Tomczyk, Arkadiusz, Szczepaniak, Piotr S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6961017/
https://www.ncbi.nlm.nih.gov/pubmed/31847162
http://dx.doi.org/10.3390/s19245510