Human action understanding and recognition have various demands for
different applications in the field of computer vision and human-machine
interaction. Due to these issues, more than a decade, extensive researches
are going on in this arena - to recognize various actions and activities.
Researchers have been exploiting various action datasets and some
of them become prominent. Though there are some good datasets, unfortunately,
to have a strong survey on these datasets has been a long due. This
paper attempts this and presents the key datasets and analyzes them
in different perspectives.
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