SRI3D: Two‐stream inflated 3D ConvNet based on sparse regularization for action recognition

Abstract Although most state‐of‐the‐art action recognition models have adopted a two‐stream 3D convolutional structure as a backbone network, few works have studied the impact of loss functions on action recognition models. In addition, sparsity is used as a key prior knowledge in many fields. Howev...

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Detalles Bibliográficos

Autores principales:	Zhaoqilin Yang, Gaoyun An, Ruichen Zhang, Zhenxing Zheng, Qiuqi Ruan
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Wiley 2023-04-01
Colección:	IET Image Processing
Materias:	computer vision convolutional neural nets neural nets video signal processing
Acceso en línea:	https://doi.org/10.1049/ipr2.12725
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