Deep learning-based hand gesture recognition for collaborative robots
نویسندگان
چکیده
منابع مشابه
Deep Fisher discriminant learning for mobile hand gesture recognition
Gesture recognition is a challenging problem in the field of biometrics. In this paper, we integrate Fisher criterion into Bidirectional Long-Short Term Memory (BLSTM) network and Bidirectional Gated Recurrent Unit (BGRU), thus leading to two new deep models termed as F-BLSTM and F-BGRU. Both Fisher discriminative deep models can effectively classify the gesture based on analyzing the accelerat...
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ژورنال
عنوان ژورنال: IEEE Instrumentation & Measurement Magazine
سال: 2019
ISSN: 1094-6969,1941-0123
DOI: 10.1109/mim.2019.8674634