For each video, you provide an ordered list of labels R corresponding to the recognized gestures.
where Corr and Acc describe correct rate and accuracy, respectively, and C g, N g, and R g represent the number of correctly recognized gestures, the number of gestures included in the test data, and the number of recognized gestures, respectively.
For example, controlled smiles, averted gaze, head movements down and away, lowered head, downcast eyes, diminished posture, and blushing have been proposed to constitute universally recognized gestures [1], [34], [35], [36], [37], [38].
It can clearly be seen that the testing overall recognition performance of gestures performed by the stroke patients is lower than the ones performed by the healthy subjects, as it was expected, but still they produced a high percentage of true positive recognized gestures (TPR mean of 75%).
Thus, in this paper, we presented a motion sensing-based framework for robotic manipulation, which recognizes gesture commands captured from motion sensing input device and drives the action of robots.
This information can be used to recognize gestures.
In the first part of this paper we describe experiments with techniques for watching the hands and recognizing gestures.
A set-based soft discriminative model is proposed to recognize gestures from these movements.
-- Behind Kinect, the computer game device that recognizes gestures and voice commands, lies a far larger agenda for Microsoft.
Users have contributed packages that allow a robot to recognize gestures, track motion, and perform similar tasks.
