Multi-Resident Activity Recognition In A Smart Home Using RGB Activity Image and DCNN

In the last decade, unobtrusive (device-free and non-privacy invasive) recognition of activities of daily living for an individual in a smart home has been studied by many researchers. However, the unobtrusive recognition of multi-resident activities in a smart home is hardly studied. We propose a novel RGB activity image-based DCNN classifier for the unobtrusive recognition of the multi-resident ...