Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/69606
Title: Classification of gesture with layered meanings
Authors: Ong, S.C.W. 
Ranganath, S. 
Issue Date: 2004
Source: Ong, S.C.W.,Ranganath, S. (2004). Classification of gesture with layered meanings. Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) 2915 : 239-246. ScholarBank@NUS Repository.
Abstract: Automatic sign language recognition research has largely not addressed an integral aspect of sign language communication - grammatical inflections which are conveyed through systematic temporal and spatial movement modifications. We propose to use low-level static and dynamic classifiers, together with Bayesian Networks, to classify gestures that include these inflections layered on top of the basic meaning. With a simulated vocabulary of 6 basic signs and 4 different layered meanings, test data for four test subjects was classified with 84.6% accuracy.
Source Title: Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
URI: http://scholarbank.nus.edu.sg/handle/10635/69606
ISSN: 03029743
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

Page view(s)

11
checked on Dec 9, 2017

Google ScholarTM

Check


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.