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Real-Time American Sign Language Recognition Using Desk and Wearable Computer Based Video
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In: http://www.cc.gatech.edu/~thad/p/journal/real-time-asl-recognition.pdf (1998)
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Real-Time American Sign Language Recognition Using Desk and Wearable Computer Based Video
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In: ftp://whitechapel.media.mit.edu/pub/tech-reports/TR-466.ps.Z (1998)
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Abstract:
We present two real-time hidden Markov model-based systems for recognizing sentence-level continuous American Sign Language (ASL) using a single camera to track the user's unadorned hands. The first system observes the user from a desk mounted camera and achieves 92% word accuracy. The second system mounts the camera in a cap worn by the user and achieves 98% accuracy (97% with an unrestricted grammar). Both experiments use a 40 word lexicon. Categories: Gesture Recognition, Hidden Markov Models, Wearable Computers, Sign Language, Motion and Pattern Analysis. 1 Introduction While there are many different types of gestures, the most structured sets belong to the sign languages. In sign language, each gesture already has assigned meaning, and strong rules of context and grammar may be applied to make recognition tractable. American Sign Language (ASL) is the language of choice for most deaf in the United States. ASL uses approximately 6000 gestures for common words and finger spelling.
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Keyword:
Categories; Gesture Recognition; Hidden Markov Models; Motion and Pattern Analysis; Sign Language; Wearable Computers
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URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.50.4893
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Real-time american sign language recognition using desk and wearable computer based video
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In: http://luthuli.cs.uiuc.edu/~daf/courses/Signals AI/Papers/HMMs/00735811.pdf (1998)
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A Wearable Computer Based American Sign Language Recognizer
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In: ftp://whitechapel.media.mit.edu/pub/tech-reports/TR-425.ps.Z (1997)
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A Wearable Computer Based American Sign Language Recognizer
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In: http://c2000.cc.gatech.edu/classes/cs8113c_99_spring/readings/starner.pdf (1997)
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A Wearable Computer Based American Sign Language Recognizer
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In: http://www1.cs.columbia.edu/graphics/courses/mobwear/resources/starner-iswc97.pdf (1997)
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A Wearable Computer Based American Sign Language Recognizer
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In: http://www-static.cc.gatech.edu/~thad/p/journal/wearable-computing-based-asl-recognizer.pdf
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