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  • Vietnamese Sign Language Reader v1.0

    6,470 views 4 years ago
    Vietnamese Sign Language Reader Project
    *Oct-2013: First-half of the project progress demonstration

    *March 2014: Result update
    This project describes a computer based system that utilizes a 3D sensor to bridge the communication barrier between hearing (and/or speech) impaired people and hearing ones. The proposed Vietnamese sign language reader successfully recognizes 28 static and 7 dynamic gestures taken from the Vietnam sign language dictionary. To recognize the gestures of a static type, various techniques have been deployed, such as Gabor Filtering, Fisher's Discriminant Analysis and Cosine Metric Distance method. The proposed technique achieves a good result with 93.89% accuracy and speed of 14 frames per second. Recognition of the dynamic gestures is based on the $1 Recognizer algorithm providing quite a good accuracy with 97.14% of accurate recognition with real-time running at 15 frames per second.

    *February 2015: Paper available http://ieeexplore.ieee.org/...... Show less
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