Sunday, May 30, 2010

Real Time Sign Language Recognition System

These days i'm working on my final year project. I have been developed gesture and posture recognition system that is able to recognize the sign language and give the output. This system is fully automatic and work in real time. I used OpenCV (Open Source Computer Vision Library) with visual c++ for implement that system. In this system current frame rate is 20 frames/sec. Advantages of that system are no needing too much worry about the background and also no need to ware gloves for hands. In currently this system recognize 5 signs with 90-95% accuracy in the good lighting condition. When the lighting condition became bad recognition rate also rapidly goes down. And also problem can happen when skin-like colors present at the background. Those are the limitations of that system.



3 comments:

  1. Hi Banusha;
    my final year project is "sign language interpretation service" please guide me on how i gear up my project. Which tools and languages will be used...
    please guide me...

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  2. HI BANUSHA;
    Can you give me your mail address! Its an urgent of contacting you! I am in need of your help!
    Or if you think its private then mail me in this address(monojitgn@gmail.com),after reading this comment!!Please do this favour! Thanks in advance!! :-)

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