Modeling uncertainty
Kalman Filtering (http://www.cs.unc.edu/~welch/kalman/ )
•Updates feature state and Gaussian uncertainty model
•Get better prediction, confidence estimate
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CONDENSATION (http://www.dai.ed.ac.uk/CVonline/LOCAL_COPIES/ISARD1/condensation.html )
•Also known as “particle filtering”
•Updates probability distribution over all possible states
•Can cope with multiple hypotheses