Multi-resident activity recognition is among a key enabler in many context-aware applications in a smart home. However, most of prior researches ignore the potential interactions among residents in order to simplify problem complexity. On the other hand, multiple-resident activities are usually recognized using cameras or wearable sensors. However, due to… (More)
TABLE II EXPERIMENTAL RESULTS OF THE THREE MODELS RUNNIG ON THE DATASET WITH THREE DATA PREPROCESSING METHODS. SUB.1 AND SUB.2 ARE RESIDENT 1 AND 2’S ACTIVITIES, AND JOINT IS COUNTED WHEN BOTH SUB.1 AND SUB.2 ARE CORRECT.