A hierarchical hand gesture recognition framework for sports referee training-based EMG and accelerometer sensors

TY Pan, WL Tsai, CY Chang, CW Yeh… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
To cultivate professional sports referees, we develop a sports referee training system, which
can recognize whether a trainee wearing the Myo armband makes correct judging signals …

OrsNet: A hybrid neural network for official sports referee signal recognition

TY Pan, CY Chang, WL Tsai, MC Hu - Proceedings of the 1st …, 2018 - dl.acm.org
In this work, we propose a novel sports referee training system based on wearable sensors
and a real-time Official Referee Signal (ORS) segmentation/recognition method which can …

[PDF][PDF] 基于优化卷积深度信念网络的智能手机身份认证方法

张义超, 孙子文 - Laser & Optoelectronics Progress, 2020 - researching.cn
摘要针对智能手机面临的信息安全问题, 研究了一种优化卷积深度信念网络的智能手机身份认证
方法. 先对采集的原始数据进行预处理, 再引入稀疏自编码器进行预训练, 预训练后的权重作为卷 …