Dynamic Hand Gesture Recognition Based on a Leap Motion Controller and Two-Layer Bidirectional Recurrent Neural Network

Dynamic Hand Gesture Recognition Based on a Leap Motion Controller and Two-Layer Bidirectional Recurrent Neural Network

Dynamic hand gesture recognition is one of the most significant tools for human–computer interaction. In order to improve the accuracy of the dynamic hand gesture recognition, in this paper, a two-layer Bidirectional Recurrent Neural Network for the recognition of dynamic hand gestures from a Leap M...

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Bibliographic Details
Main Authors: Linchu Yang, Ji’an Chen, Weihang Zhu
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Sensors
Subjects:
hand gesture recognition
leap motion controller (LMC)
recurrent neural network (RNN)
Online Access:https://www.mdpi.com/1424-8220/20/7/2106

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