Gesture recognition based on bayesian inference of distributed arm trajectory
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American Scientific Publishers
2014
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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 |
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English |
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Human-computer interaction (HCI) Human gesture Arm trajectory |
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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 |
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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 |