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Aug, 2016
低复杂度递归神经网络的便携式设备动态手势识别
Dynamic Hand Gesture Recognition for Wearable Devices with Low Complexity Recurrent Neural Networks
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Sungho Shin, Wonyong Sung
TL;DR
使用循环神经网络算法，我们开发了基于视频信号和加速度计数据的手势识别技术，并进行了固定点优化，以优化内存大小和降低硬件和软件功耗。
Abstract
gesture recognition
is a very essential technology for many
wearable devices
. While previous algorithms are mostly based on statistical methods including the hidden Markov model, we develop two dynamic hand
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