Here are two really good articles on Kalman filtering by Dan Simon.
Using nonlinear Kalman filtering to estimate signals
I am ordering his book Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches.
More information is available from his website.
Experiments with an industrial USB webcam
8 hours ago