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Kalman Filter demo for Ball Tracking

by Bassam Jalgha

 

17 Jun 2013

This code shows a demo of the kalman filter used to track a white ball.

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Description

This code is good for demonstration purposes as the white ball goes through an occlusion which will confuse the image processing tracking, at the same time the model is not perfect because the ball is made of paper and air friction effect cannot be neglected. We can see in this demo, that the Kalman Filter result is much better than the model or the image processing alone.

Required Products Image Processing Toolbox
MATLAB
MATLAB release MATLAB 7.14 (R2012a)
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computer vision, image processing, kalman filter, linear quadratic estimator, linear system
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