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Improved modeling of human vision by incorporating robustness to blur in convolutional neural networks

Whenever a visual scene is cast onto the retina, much of it will appear degraded due to poor resolution in the periphery; moreover, optical defocus can cause blur in central vision. However, the pervasiveness of blurry or degraded input is typically overlooked in the training of convolutional neural...

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Detalles Bibliográficos
Autores principales: Jang, Hojin, Tong, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10418076/
https://www.ncbi.nlm.nih.gov/pubmed/37577646
http://dx.doi.org/10.1101/2023.07.29.551089

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