A survey on generative adversarial networks for imbalance problems in computer vision tasks

Any computer vision application development starts off by acquiring images and data, then preprocessing and pattern recognition steps to perform a task. When the acquired images are highly imbalanced and not adequate, the desired task may not be achievable. Unfortunately, the occurrence of imbalance...

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Detalles Bibliográficos
Autores principales: Sampath, Vignesh, Maurtua, Iñaki, Aguilar Martín, Juan José, Gutierrez, Aitor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Survey Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7845583/
https://www.ncbi.nlm.nih.gov/pubmed/33552840
http://dx.doi.org/10.1186/s40537-021-00414-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7845583/
https://www.ncbi.nlm.nih.gov/pubmed/33552840
http://dx.doi.org/10.1186/s40537-021-00414-0

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