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Gesture recognition based on bayesian inference of distributed arm trajectory

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Main Authors: Wan Khairunizam, Wan Ahmad, Dr., Mohd Azri, Abd Aziz, Siti Khadijah, Za'aba, Dr., Shahriman, Abu Bakar, Dr., Nasir, Ayob, Azian Azamimi, Abdullah, Zuradzman, Mohd Razlan
Other Authors: khairunizam@unimap.edu.my
Format: Article
Language:English
Published: American Scientific Publishers 2014
Subjects:
Human-computer interaction (HCI)
Human gesture
Arm trajectory
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/32854
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spelling my.unimap-328542014-03-19T04:58:31Z Gesture recognition based on bayesian inference of distributed arm trajectory Wan Khairunizam, Wan Ahmad, Dr. Mohd Azri, Abd Aziz Siti Khadijah, Za'aba, Dr. Shahriman, Abu Bakar, Dr. Nasir, Ayob Azian Azamimi, Abdullah Zuradzman, Mohd Razlan khairunizam@unimap.edu.my Human-computer interaction (HCI) Human gesture Arm trajectory Link to publisher's homepage at http://www.aspbs.com/science.htm The use of human gestures has become an important part of human-computer interaction (HCI) and is receiving more and more attentions in the recent years, which allows users to communicate with machines in the natural way, and provides an attractive communication tool that could archive goals of interacting humans and computers. This paper introduces a gesture recognition system algorithm based on the probabilistic distribution of the arm trajectory. In this study, by examining the characteristic of the arm trajectory of a signer, motion features are selected and classified by using the fuzzy technique. In the recognition part, the aggregation of the fuzzy information is employed based on inference of Bayesian networks of the distributed arm trajectory. Experimental results show that the use of Bayesian inference in the proposed algorithm effectively works on the recognition of various gesture patterns. 2014-03-19T04:58:31Z 2014-03-19T04:58:31Z 2014-01 Article Advanced Science Letters, vol.20 (1), 2014, pages 42-46(5) 1936-6612 (print) 1936-7317 (online) http://dspace.unimap.edu.my:80/dspace/handle/123456789/32854 http://www.ingentaconnect.com/search/article?option1=tka&value1=Gesture+recognition+based+on+bayesian+inference+of+distributed+arm+trajectory&pageSize=10&index=1 http://dx.doi.org/10.1166/asl.2014.5303 en American Scientific Publishers
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Human-computer interaction (HCI)
Human gesture
Arm trajectory
spellingShingle Human-computer interaction (HCI)
Human gesture
Arm trajectory
Wan Khairunizam, Wan Ahmad, Dr.
Mohd Azri, Abd Aziz
Siti Khadijah, Za'aba, Dr.
Shahriman, Abu Bakar, Dr.
Nasir, Ayob
Azian Azamimi, Abdullah
Zuradzman, Mohd Razlan
Gesture recognition based on bayesian inference of distributed arm trajectory
description Link to publisher's homepage at http://www.aspbs.com/science.htm
author2 khairunizam@unimap.edu.my
author_facet khairunizam@unimap.edu.my
Wan Khairunizam, Wan Ahmad, Dr.
Mohd Azri, Abd Aziz
Siti Khadijah, Za'aba, Dr.
Shahriman, Abu Bakar, Dr.
Nasir, Ayob
Azian Azamimi, Abdullah
Zuradzman, Mohd Razlan
format Article
author Wan Khairunizam, Wan Ahmad, Dr.
Mohd Azri, Abd Aziz
Siti Khadijah, Za'aba, Dr.
Shahriman, Abu Bakar, Dr.
Nasir, Ayob
Azian Azamimi, Abdullah
Zuradzman, Mohd Razlan
author_sort Wan Khairunizam, Wan Ahmad, Dr.
title Gesture recognition based on bayesian inference of distributed arm trajectory
title_short Gesture recognition based on bayesian inference of distributed arm trajectory
title_full Gesture recognition based on bayesian inference of distributed arm trajectory
title_fullStr Gesture recognition based on bayesian inference of distributed arm trajectory
title_full_unstemmed Gesture recognition based on bayesian inference of distributed arm trajectory
title_sort gesture recognition based on bayesian inference of distributed arm trajectory
publisher American Scientific Publishers
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/32854
_version_ 1643797008364863488
score 13.222552

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