Does training with blurred images bring convolutional neural networks closer to humans with respect to robust object recognition and internal representations?

It has been suggested that perceiving blurry images in addition to sharp images contributes to the development of robust human visual processing. To computationally investigate the effect of exposure to blurry images, we trained convolutional neural networks (CNNs) on ImageNet object recognition wit...

Descripción completa

Detalles Bibliográficos
Autores principales: Yoshihara, Sou, Fukiage, Taiki, Nishida, Shin'ya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Psychology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9975555/
https://www.ncbi.nlm.nih.gov/pubmed/36874839
http://dx.doi.org/10.3389/fpsyg.2023.1047694

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9975555/
https://www.ncbi.nlm.nih.gov/pubmed/36874839
http://dx.doi.org/10.3389/fpsyg.2023.1047694

Ejemplares similares