October 6, 2004
Modeling ADLs with Timed HMMs: Follow-up
Here are three graphs comparing the probability of seeing an object given an activity. This first one compares engaging in a leisure activity with making a snack. In this case there is little in common between the two profiles. As a result, the activities were never confused by the HMM model.

In contrast here are two examples in which the activities were confused. Notice the overlap in the observation profiles


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