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DMPNet: densely connected multi-scale pyramid networks for crowd counting

Crowd counting has been widely studied by deep learning in recent years. However, due to scale variation caused by perspective distortion, crowd counting is still a challenging task. In this paper, we propose a Densely Connected Multi-scale Pyramid Network (DMPNet) for count estimation and the gener...

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Detalles Bibliográficos
Autores principales: Li, Pengfei, Zhang, Min, Wan, Jian, Jiang, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9044264/
https://www.ncbi.nlm.nih.gov/pubmed/35494810
http://dx.doi.org/10.7717/peerj-cs.902