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About Real-Time Speed Detection of Hand Gesture Using Kinect
The document discusses a study that uses the Kinect sensor to analyze hand gestures of varying speeds. The researchers extracted features from the hand, wrist, elbow, and shoulder joints during slow, normal, and fast gestures. They found that the standard deviation of instantaneous acceleration of the hand joint best detected gesture speed. Their system achieved 92% accuracy in detecting gesture speed over 300 motions using a low-pass filter and resample size of 6. The goal was to improve human-computer interaction systems by automatically detecting hand movement speed in real-time, which could benefit medical applications.
Detailed Information
| Author: | ['A.sadek'] |
|---|---|
| Publication Year: | 2013 |
| Pages: | 15 |
| Language: | English |
| Format: | |
| Price: | FREE |
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