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The UCF-YouTube [48], also known 'UCF-11' is another popular dataset for action recognition, consisting of videos captured from uncontrolled and complex environments.
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The KTH action dataset [26] is one of the most widely used datasets for action recognition.
The model is trained using the public CMU motion capture dataset for the walking action, and a mean walking performance is automatically learnt.
We also present a newly created public dataset for RGB-D human action recognition which contains 15 actions performed by 12 different people.
There are several related works on action recognition with IXMAS dataset, for example [23 25, 43].
Its time for action.
Now for action?
Business is baying for action.
The "do" stands for action.
Awil is eager for action.
He is fit for action.
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