Handbook of Smart Homes, Health Care and Well-Being by Joost van Hoof George Demiris & Eveline J.M. Wouters

Author:Joost van Hoof, George Demiris & Eveline J.M. Wouters
Language: eng
Format: epub
Publisher: Springer International Publishing, Cham

Our Proposed Method

We approach the behavior recognition problem by using a set of hidden Markov models that each recognizes a behavior and they compete to explain the current observations. Figure 1 shows an example of two HMMs, one HMM represents the “grooming” behavior and another represents the “showering” behavior.

Fig. 1An example of two HMMs, one represents the grooming/dressing behavior, and the other HMM represents the toileting/showering behavior. The nodes with double lines refer to tokens that are shared between two behaviors

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