Conference Publication Details
Mandatory Fields
Kelly D.;McDonald J.;Markham C.
IMVIP 2009 - 2009 International Machine Vision and Image Processing Conference
Recognizing spatiotemporal gestures and movement epenthesis in sign language
2009
December
Published
1
()
Optional Fields
145
150
A novel system for the recognition of spatiotemporal hand gestures used in sign language is presented. While recognition of valid sign sequences is an important task in the overall goal of machine recognition of sign language, recognition of movement epenthesis is an important step towards continuous recognition of natural sign language. We propose a framework for recognizing valid sign segments and identifying movement epenthesis. Experiments show our proposed system performs well when classifying eight different signs and identifying 100 different types of movement epenthesis. A ROC analysis of the systems classifications performance showed an area under the curve measurement of 0.949. © 2009 IEEE.
10.1109/IMVIP.2009.33
Grant Details