Showing posts with label Gesture. Show all posts
Showing posts with label Gesture. Show all posts

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.