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Application of improved transformer based on weakly supervised in crowd localization and crowd counting

To the problem of the complex pre-processing and post-processing to obtain head-position existing in the current crowd localization method using pseudo boundary box and pre-designed positioning map, this work proposes an end-to-end crowd localization framework named WSITrans, which reformulates the...

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Detalles Bibliográficos
Autores principales: Gao, Hui, Zhao, Wenjun, Zhang, Dexian, Deng, Miaolei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9859805/
https://www.ncbi.nlm.nih.gov/pubmed/36670114
http://dx.doi.org/10.1038/s41598-022-27299-0