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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Autors principals:	Zhaoqilin Yang, Gaoyun An, Ruichen Zhang, Zhenxing Zheng, Qiuqi Ruan
Format:	Artigo
Idioma:	Inglês
Publicat:	Wiley 2023-04-01
Col·lecció:	IET Image Processing
Matèries:	computer vision convolutional neural nets neural nets video signal processing
Accés en línia:	https://doi.org/10.1049/ipr2.12725
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