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Jul 19, 2022 · In this paper, we propose a multi-channel convolutional neural network with data augmentation for HAR, denoted AMC-CNN.
In this paper, we propose a multi-channel convolutional neural network with data augmentation for HAR, denoted AMC-CNN. First, the sliding windows in time ...
Jul 26, 2022 · In this paper, we propose a multi-channel convolutional neural network with data augmentation for HAR, denoted AMC-CNN. First, the sliding ...
Human Activity Recognition Based on Multichannel Convolutional Neural Network With Data Augmentation · Shi, Wenbing · Fang, Xianjin · Yang, Gaoming · Huang, Ji ...
Jan 17, 2021 · This paper describes a supervised learning method that can distinguish human actions based on data collected from practical human movements.
Missing: Augmentation. | Show results with:Augmentation.
An augmented multichannel convolutional neural network (AMC-CNN) model was proposed to better explore feature patterns in time series and enhance the capability ...
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A new seven-layer CNN classifier is suggested, consisting of seven layers to detect human emotions in terms of valence, arousal, and dominance levels.
In this paper, a multi-scale feature augmented graph convolutional network is proposed. It uses the spatial multi-scale GCN module to extract spatial features ...