A Novel Multichannel Dilated Convolution Neural Network for Human Activity Recognition

A novel multichannel dilated convolution neural network for improving the accuracy of human activity recognition is proposed. The proposed model utilizes the multichannel convolution structure with multiple kernels of various sizes to extract multiscale features of high-dimensional data of human act...

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Bibliographic Details
Main Authors: Yingjie Lin, Jianning Wu
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2020/5426532