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Sign language recognition using moment-based size funetions.
Source
Issue
Vol. 1999, Issue ج2 6 (30 Nov. 1999), pp.298-312, 15 p.
Publisher
Annaba Badji Mokhtar University
Publication Date
1999-11-30
Country of Publication
Algeria
No. of Pages
15
Main Subjects
Engineering & Technology Sciences (Multidisciplinary)
Abstract EN
This paper presents a system for the recognition of sign language based on a theory of shape representation using size functions proposed by p.
Frosini [7].
Our system eonsists of three modules; feature extraction, sign representation and sign recognition.
The first performs an edge detection operation, the second uses size functions and inertia moments to represent hand signs, and the last uses a neural network to recognize hand gestures.
Sign representation is an important step which we will deal with.
Unlike previous work [18.
19], a new approach to the representation of hand gestures is proposed, based on size fonctions.
Each sign is represented by means of a feature vector computed from a new pair of moment-based size functions.
The work reported here indicates that moment based size functions can be effectively used for the recognition of sign language even in the presence of shape changes due to differences in hands, position, style of signing, and viewpoint.-
American Psychological Association (APA)
Handouyahia M.& Ziou D.& Wang s.. 1999. Sign language recognition using moment-based size funetions.. Synthèse،Vol. 1999, no. ج2 6, pp.298-312.
https://search.emarefa.net/detail/BIM-433028
Modern Language Association (MLA)
Handouyahia M.…[et al.]. Sign language recognition using moment-based size funetions.. Synthèse No. ج2 6 (Nov. 1999), pp.298-312.
https://search.emarefa.net/detail/BIM-433028
American Medical Association (AMA)
Handouyahia M.& Ziou D.& Wang s.. Sign language recognition using moment-based size funetions.. Synthèse. 1999. Vol. 1999, no. ج2 6, pp.298-312.
https://search.emarefa.net/detail/BIM-433028
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 310-312
Record ID
BIM-433028