Title :
A simple sign language recognition system based on data glove
Author :
Jiangqin, Wu ; Wen, Gao ; Yibo, Song ; Wei, Liu ; Bo, Pang
Author_Institution :
Dept. of Comput. Sci. & Eng., Harbin Inst. of Technol., China
Abstract :
Human beings usually interact with each other either by via a natural language channel such as speech and writing, or by body languag, e.g. hand gestures, head gestures, facial expression, lip motion and so on. As a part of natural language understanding, sign language recognition is very important. On one hand, it is one of the main methods of human-computer interaction in virtual reality; on the other hand, it is an auxiliary tool for a deaf-mute to communicate with ordinary people through computer. In this paper the process of building a simple word-level sign language recognition system is presented, and the method for recognizing sign language words is also proposed
Keywords :
gesture recognition; hidden Markov models; man-machine systems; neural nets; virtual reality; HMM; body language channel; data glove; facial expression; hand gesture; head gesture; hidden Markov models; human-computer interaction; lip motion; natural language; natural language understanding; neural network; sign language recognition; simple sign language recognition system; speech; word-level sign language recognition system; writing; Data gloves; Deafness; Handicapped aids; Hidden Markov models; Humans; Natural languages; Neural networks; Speech recognition; Virtual reality; Writing;
Conference_Titel :
Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4325-5
DOI :
10.1109/ICOSP.1998.770847