Development of gesture database for an adaptive gesture recognition system

International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia.

Saved in:

Bibliographic Details
Main Authors:	Mohd Azri, Abd Aziz, Khairunizam, Wan, Shahriman, Abu Bakar, Siti Khadijah, Za'ba, Abdul Halim, Ismail, Zuwairie, Ibrahim, Mohd Saberi, Mohamad
Other Authors:	azriaziz@unimap.edu.my
Format:	Working Paper
Language:	English
Published:	Universiti Malaysia Perlis (UniMAP) 2012
Subjects:	Image sensing Hand trajectories Individual factors Adaptive Gesture Recognition System
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/20582
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-20582
record_format	dspace
spelling	my.unimap-205822012-08-09T01:53:44Z Development of gesture database for an adaptive gesture recognition system Mohd Azri, Abd Aziz Khairunizam, Wan Shahriman, Abu Bakar Siti Khadijah, Za'ba Abdul Halim, Ismail Zuwairie, Ibrahim Mohd Saberi, Mohamad azriaziz@unimap.edu.my Image sensing Hand trajectories Individual factors Adaptive Gesture Recognition System International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia. The use of human motions for the interaction between humans and computers is becoming an attractive alternative, especially through the visual interpretation of the human body motion. In particular, hand gesture is used as a non-verbal media for the human to communicate with machines that pertains to the use of human gesture to interact with them. Recently, many studies for recognizing the human gesture have been reported, and most of them deal with the shape and motion of hands. Moreover, they also discuss on factor that contributed to the effect of individual factors in arm motions. This paper mainly concentrated on the development of a gesture database to eliminate individual factors which affect the efficiency of the recognition system. An adaptive gesture recognition system is proposed, and the system could adaptively select the correspond database for the purpose of comparison with the input gesture. A classification algorithm is introduced to investigate whether the individual factor is the primary cause that affects the efficiency of the recognition system. In this study, by examining the characteristics of hand trajectories, motion features are selected and classified by using a statistical approach. 2012-08-09T01:53:44Z 2012-08-09T01:53:44Z 2012-02-27 Working Paper http://hdl.handle.net/123456789/20582 en Proceedings of the International Conference on Man-Machine Systems (ICoMMS 2012) Universiti Malaysia Perlis (UniMAP) School of Mechatronic Engineering
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	Image sensing Hand trajectories Individual factors Adaptive Gesture Recognition System
spellingShingle	Image sensing Hand trajectories Individual factors Adaptive Gesture Recognition System Mohd Azri, Abd Aziz Khairunizam, Wan Shahriman, Abu Bakar Siti Khadijah, Za'ba Abdul Halim, Ismail Zuwairie, Ibrahim Mohd Saberi, Mohamad Development of gesture database for an adaptive gesture recognition system
description	International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia.
author2	azriaziz@unimap.edu.my
author_facet	azriaziz@unimap.edu.my Mohd Azri, Abd Aziz Khairunizam, Wan Shahriman, Abu Bakar Siti Khadijah, Za'ba Abdul Halim, Ismail Zuwairie, Ibrahim Mohd Saberi, Mohamad
format	Working Paper
author	Mohd Azri, Abd Aziz Khairunizam, Wan Shahriman, Abu Bakar Siti Khadijah, Za'ba Abdul Halim, Ismail Zuwairie, Ibrahim Mohd Saberi, Mohamad
author_sort	Mohd Azri, Abd Aziz
title	Development of gesture database for an adaptive gesture recognition system
title_short	Development of gesture database for an adaptive gesture recognition system
title_full	Development of gesture database for an adaptive gesture recognition system
title_fullStr	Development of gesture database for an adaptive gesture recognition system
title_full_unstemmed	Development of gesture database for an adaptive gesture recognition system
title_sort	development of gesture database for an adaptive gesture recognition system
publisher	Universiti Malaysia Perlis (UniMAP)
publishDate	2012
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/20582
_version_	1643793120644562944

Development of gesture database for an adaptive gesture recognition system

Similar Items