Dilated spatial–temporal convolutional auto-encoders for human fall detection in surveillance videos

Although methods based on supervised learning have demonstrated remarkable performance on fall detection, these existing fall detection algorithms require a substantial quantity of manually labeled training data. In this paper, we combine dilated convolution and LSTM based on auto-encoder, which can...

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Bibliographic Details
Main Authors: Suyuan Li, Xin Song, Siyang Xu, Haoyang Qi, Yanbo Xue
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:ICT Express
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S240595952200100X