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# Vietnamese-Language-Reader | ||
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# Vietnamese sign language reader | ||
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. | ||
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# Paper & Demo | ||
Paper is available here: [Read Link](https://www.youtube.com/redirect?redir_token=uXpUf6Tsp2oiM3PBDEtIJQQ30yN8MTU2Mjc3MTYxMUAxNTYyNjg1MjEx&q=http%3A%2F%2Fieeexplore.ieee.org%2Fdocument%2F7081128&event=video_description&v=gyM6wD-grZI) | ||
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Demo in action: https://www.youtube.com/watch?v=gyM6wD-grZI | ||
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<img src = "./images/yb_ss.png" width="80%"> | ||
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