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- research-articleDecember 2022
A Fall Detection Network by 2D/3D Spatio-temporal Joint Models with Tensor Compression on Edge
ACM Transactions on Embedded Computing Systems (TECS), Volume 21, Issue 6Article No.: 83, Pages 1–19https://doi.org/10.1145/3531004Falling is ranked highly among the threats in elderly healthcare, which promotes the development of automatic fall detection systems with extensive concern. With the fast development of the Internet of Things (IoT) and Artificial Intelligence (AI), camera ...
- research-articleMay 2020
DEEPEYE: A Deeply Tensor-Compressed Neural Network for Video Comprehension on Terminal Devices
ACM Transactions on Embedded Computing Systems (TECS), Volume 19, Issue 3Article No.: 18, Pages 1–25https://doi.org/10.1145/3381805Video object detection and action recognition typically require deep neural networks (DNNs) with huge number of parameters. It is thereby challenging to develop a DNN video comprehension unit in resource-constrained terminal devices. In this article, we ...