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Offset-decoupled deformable convolution for efficient crowd counting

Crowd counting is considered a challenging issue in computer vision. One of the most critical challenges in crowd counting is considering the impact of scale variations. Compared with other methods, better performance is achieved with CNN-based methods. However, given the limit of fixed geometric st...

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Detalles Bibliográficos
Autores principales: Zhong, Xin, Qin, Jing, Guo, Mingyue, Zuo, Wangmeng, Lu, Weigang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293988/
https://www.ncbi.nlm.nih.gov/pubmed/35851829
http://dx.doi.org/10.1038/s41598-022-16415-9