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Face-based age estimation using improved Swin Transformer with attention-based convolution

Recently Transformer models is new direction in the computer vision field, which is based on self multihead attention mechanism. Compared with the convolutional neural network, this Transformer uses the self-attention mechanism to capture global contextual information and extract more strong feature...

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Detalles Bibliográficos
Autores principales: Shi, Chaojun, Zhao, Shiwei, Zhang, Ke, Wang, Yibo, Liang, Longping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10130448/
https://www.ncbi.nlm.nih.gov/pubmed/37123378
http://dx.doi.org/10.3389/fnins.2023.1136934