An Automatic Scale-Adaptive Approach With Attention Mechanism-Based Crowd Spatial Information for Crowd Counting

An Automatic Scale-Adaptive Approach With Attention Mechanism-Based Crowd Spatial Information for Crowd Counting

This paper proposes an automatic scale-adaptive approach with attention mechanism-based crowd spatial information addressing the crowd counting task, i.e. a novel cascaded crowd counting network. The proposed network is composed of a classification sub-network to estimate crowd scales and the main n...

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Detalles Bibliográficos
Main Authors: Weihang Kong, He Li, Guanglong Xing, Fengda Zhao
Formato: Artigo
Idioma:English
Publicado: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Crowd counting
scale-adaptive mechanism
attention mechanism
spatial information
feature fusion
Acceso en liña:https://ieeexplore.ieee.org/document/8721647/

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