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3D network with channel excitation and knowledge distillation for action recognition

Modern action recognition techniques frequently employ two networks: the spatial stream, which accepts input from RGB frames, and the temporal stream, which accepts input from optical flow. Recent researches use 3D convolutional neural networks that employ spatiotemporal filters on both streams. Alt...

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Auteurs principaux: Zhengping Hu, Jianzeng Mao, Jianxin Yao, Shuai Bi
Format: Artigo
Langue:Inglês
Publié: Frontiers Media S.A. 2023-03-01
Collection:Frontiers in Neurorobotics
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Accès en ligne:https://www.frontiersin.org/articles/10.3389/fnbot.2023.1050167/full
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