3D Densely Connected Convolutional Network for the Recognition of Human Shopping Actions

In recent years, deep convolutional neural networks (CNNs) have shown remarkable results in the image domain. However, most of the neural networks in action recognition do not have very deep layer compared with the CNN in the image domain. This thesis presents a 3D Densely Connected Convolutional Ne...

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Bibliographic Details
Main Author: Gu, Dongfeng
Other Authors: Laganière, Robert
Language:en
Published: Université d'Ottawa / University of Ottawa 2017
Subjects:
CNN
Online Access:http://hdl.handle.net/10393/36739
http://dx.doi.org/10.20381/ruor-21013