Vision system for hand gesture recognition

Vision system for hand gesture recognition (VISOR) is a system that recognizes a set of dynamic continuous gestures, using only a single hand, from a predefined vocabulary using computer vision algorithms. The system’s vocabulary is limited to five (5) primary gestures, each representing a command:...

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Main Authors: Ilao, Joel P., Enero, J. M., Gonzalo, K. D., Salvador, R. P., Ticzon, E. I.
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Published: Animo Repository 2007
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/6925
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Institution: De La Salle University
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-77032022-09-21T07:31:18Z Vision system for hand gesture recognition Ilao, Joel P. Enero, J. M. Gonzalo, K. D. Salvador, R. P. Ticzon, E. I. Vision system for hand gesture recognition (VISOR) is a system that recognizes a set of dynamic continuous gestures, using only a single hand, from a predefined vocabulary using computer vision algorithms. The system’s vocabulary is limited to five (5) primary gestures, each representing a command: forward, backward, left, right, and stop. VISOR is user-independent, able to contend with different backgrounds and does not require the user to wear a long-sleeved garment – a limitation commonly found in similar systems. A standard USB web camera is used to capture gesture sequences. The hand is detected and afterwards tracked in every frame captured. This paper describes the design and implementation of the hand gesture recognition through hand detection and tracking, and by extraction of temporal and structural features of the tracked hand. The developed system’s performance is then evaluated in an indoor environment. It ends by a discussion of test results and recommendations for future work. 2007-03-01T08:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/6925 Faculty Research Work Animo Repository Gesture recognition (Computer science) Computer Sciences
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Gesture recognition (Computer science)
Computer Sciences
spellingShingle Gesture recognition (Computer science)
Computer Sciences
Ilao, Joel P.
Enero, J. M.
Gonzalo, K. D.
Salvador, R. P.
Ticzon, E. I.
Vision system for hand gesture recognition
description Vision system for hand gesture recognition (VISOR) is a system that recognizes a set of dynamic continuous gestures, using only a single hand, from a predefined vocabulary using computer vision algorithms. The system’s vocabulary is limited to five (5) primary gestures, each representing a command: forward, backward, left, right, and stop. VISOR is user-independent, able to contend with different backgrounds and does not require the user to wear a long-sleeved garment – a limitation commonly found in similar systems. A standard USB web camera is used to capture gesture sequences. The hand is detected and afterwards tracked in every frame captured. This paper describes the design and implementation of the hand gesture recognition through hand detection and tracking, and by extraction of temporal and structural features of the tracked hand. The developed system’s performance is then evaluated in an indoor environment. It ends by a discussion of test results and recommendations for future work.
format text
author Ilao, Joel P.
Enero, J. M.
Gonzalo, K. D.
Salvador, R. P.
Ticzon, E. I.
author_facet Ilao, Joel P.
Enero, J. M.
Gonzalo, K. D.
Salvador, R. P.
Ticzon, E. I.
author_sort Ilao, Joel P.
title Vision system for hand gesture recognition
title_short Vision system for hand gesture recognition
title_full Vision system for hand gesture recognition
title_fullStr Vision system for hand gesture recognition
title_full_unstemmed Vision system for hand gesture recognition
title_sort vision system for hand gesture recognition
publisher Animo Repository
publishDate 2007
url https://animorepository.dlsu.edu.ph/faculty_research/6925
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