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A method to create real-like point clouds for 3D object classification

There are a large number of publicly available datasets of 3D data, they generally suffer from some drawbacks, such as small number of data samples, and class imbalance. Data augmentation is a set of techniques that aim to increase the size of datasets and solve such defects, and hence to overcome t...

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Detalles Bibliográficos
Autores principales: Syryamkin, Vladimir Ivanovich, Msallam, Majdi, Klestov, Semen Aleksandrovich
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9853385/
https://www.ncbi.nlm.nih.gov/pubmed/36686212
http://dx.doi.org/10.3389/frobt.2022.1077895