Sparse Representation Classification (SRC) is one of the best-known algorithm in facial recognition application. It is also the best known algorithm for activity recognition as well.
• l1-voting is one of the simplest data fusion options. It implements in the same way as majority voting algorithm. The final decision for each classification arrives from the class(activity at specific location) that has the highest number of occurrences within the recording window.