Home // ACHI 2016, The Ninth International Conference on Advances in Computer-Human Interactions // View article

Body Gesture Recognition Framework for 3D Interactive Systems

Authors:
Choonsung Shin
Jisoo Hong
Youngmin Kim
Sung-Hee Hong
Hoonjong Kang

Keywords: gesture recognition, 3D interaction

Abstract:
This paper proposes a body gesture recognition framework for 3D interactive systems. For this purpose, we built the gesture recognition framework via sampling, pre-processing, quantification, and building an inference model using the hidden Markov model (HMM). Using this framework, gestures are detected and classified from 3D trajectory data in real time. Evaluation proved that our recognition system successfully supports 3D interactive systems. We also tested the proposed framework using 3D virtual training systems.

Pages: 233 to 234

Copyright: Copyright (c) IARIA, 2016

Publication date: April 24, 2016

Published in: conference

ISSN: 2308-4138

ISBN: 978-1-61208-468-8

Location: Venice, Italy

Dates: from April 24, 2016 to April 28, 2016