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Multi-scale semantic enhancement network for object detection

In the field of object detection, feature pyramid network (FPN) can effectively extract multi-scale information. However, the majority of FPN-based methods suffer from a semantic gap between features of various sizes before feature fusion, which can lead to feature maps with significant aliasing. In...

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Detalles Bibliográficos
Autores principales: Guo, Dongen, Wu, Zechen, Feng, Jiangfan, Zou, Tao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10156693/
https://www.ncbi.nlm.nih.gov/pubmed/37137973
http://dx.doi.org/10.1038/s41598-023-34277-7