Real-Time Arm Gesture Recognition Using 3D Skeleton Joint Data

Real-Time Arm Gesture Recognition Using 3D Skeleton Joint Data

In this paper we present an approach towards real-time hand gesture recognition using the Kinect sensor, investigating several machine learning techniques. We propose a novel approach for feature extraction, using measurements on joints of the extracted skeletons. The proposed features extract angle...

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Bibliographic Details
Main Authors: Georgios Paraskevopoulos, Evaggelos Spyrou, Dimitrios Sgouropoulos, Theodoros Giannakopoulos, Phivos Mylonas
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Algorithms
Subjects:
gesture recognition
Kinect
skeleton joints
machine learning
Online Access:https://www.mdpi.com/1999-4893/12/5/108

Internet

https://www.mdpi.com/1999-4893/12/5/108

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