ASNet: Auto-Augmented Siamese Neural Network for Action Recognition

ASNet: Auto-Augmented Siamese Neural Network for Action Recognition

Human action recognition methods in videos based on deep convolutional neural networks usually use random cropping or its variants for data augmentation. However, this traditional data augmentation approach may generate many non-informative samples (video patches covering only a small part of the fo...

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Bibliographic Details
Main Authors: Yujia Zhang, Lai-Man Po, Jingjing Xiong, Yasar Abbas Ur REHMAN, Kwok-Wai Cheung
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
action recognition
3D-CNN
deep reinforcement learning
data augmentation
Online Access:https://www.mdpi.com/1424-8220/21/14/4720

Internet

https://www.mdpi.com/1424-8220/21/14/4720

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