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An Adaptive Kernels Layer for Deep Neural Networks Based on Spectral Analysis for Image Applications

As the pixel resolution of imaging equipment has grown larger, the images’ sizes and the number of pixels used to represent objects in images have increased accordingly, exposing an issue when dealing with larger images using the traditional deep learning models and methods, as they typically employ...

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Detalles Bibliográficos
Autores principales: Al Shoura, Tariq, Leung, Henry, Balaji, Bhashyam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9921880/
https://www.ncbi.nlm.nih.gov/pubmed/36772565
http://dx.doi.org/10.3390/s23031527