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DPED: Bio-inspired dual-pathway network for edge detection

Edge detection is significant as the basis of high-level visual tasks. Most encoder-decoder edge detection methods used convolutional neural networks, such as VGG16 or Resnet, as the encoding network. Studies on designing decoding networks have achieved good results. Swin Transformer (Swin) has rece...

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Detalles Bibliográficos
Autores principales: Chen, Yongliang, Lin, Chuan, Qiao, Yakun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9606659/
https://www.ncbi.nlm.nih.gov/pubmed/36312545
http://dx.doi.org/10.3389/fbioe.2022.1008140