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1
Towards a One-Way American Sign Language Translator
R. Martin Mcguire
;
Jose Hern
;
Thad Starner
;
Valerie Henderson
;
Helene Brashear
;
Danielle S. Ross
In: http://wearables.cc.gatech.edu/publications/faceandgesture04_mcguire.pdf (2004)
Abstract:
Inspired by the Defense Advanced Research Projects Agency’s (DARPA) recent successes in speech recognition, we introduce a new task for sign language recognition research: a mobile one-way American Sign Language translator. We argue that such a device should be feasible in the next few years, may provide immediate practical benefits for the Deaf community, and leads to a sustainable program of research comparable to early speech recognition efforts. We ground our efforts in a particular scenario, that of a Deaf individual seeking an apartment and discuss the system requirements and our interface for this scenario. Finally, we describe initial recognition results of 94 % accuracy on a 141 sign vocabulary signed in phrases of fours signs using a one-handed glove-based system and hidden Markov models (HMMs). 1.
URL:
http://wearables.cc.gatech.edu/publications/faceandgesture04_mcguire.pdf
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.64.6079
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Towards a One-Way American Sign Language Translator
R. Martin Mcguire
;
Jose Hern
;
Thad Starner
...
In: http://www.cc.gatech.edu/~brashear/pubs/GESTURE2004.pdf (2004)
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