Abstract:
Human activity detection is one of the key areas of interest in all surveillance
applications. This work has earlier been performed manually but recent technologies have
successfully converted into automated systems to carry out this task. A variety of online
dataset repositories are available for training the systems and testing them later. Some datasets
are solely inclusive of single human actions, however, in some others, the interactions of
humans with objects and other humans have also been accounted for. This paper focuses on
single human actions alone and a survey of datasets with the dominance of single human
actions.
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