Gesture recognition method, palm virtual keyboard using same, and input method
A gesture recognition and gesture technology, which is applied to the input/output of user/computer interaction, computer parts, graphics reading, etc. The effect of recognition accuracy
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Embodiment 1
[0062] This embodiment provides a gesture recognition system and a corresponding gesture recognition method.
[0063] The gesture recognition system in this embodiment includes a signal acquisition unit 101 , a signal preprocessing unit 102 , a signal segmentation unit 103 , a feature extraction unit 104 , a feature fusion unit 105 , a gesture recognition unit 107 , and a character mapping unit 108 . In this solution, the bioelectric sensor 1 installed on the wrist and the position sensor 2 installed on the thumb respectively obtain gesture signals, and then through signal processing, feature extraction, and gesture recognition, the gestures of the user are recognized.
[0064] figure 1 The sensor used by the gesture recognition method is given, and the gesture recognition process is as follows figure 2 shown. Among them, the information collection unit 101, the signal preprocessing unit 102, the signal segmentation unit 103, and the feature extraction module 104 all includ...
Embodiment 2
[0092] A specific embodiment of the palm virtual keyboard of the present invention is given below, the palm virtual keyboard includes a signal acquisition unit 101, a signal preprocessing unit 102, a signal segmentation unit 103, a feature extraction unit 104, a feature fusion unit 105, A modeling unit 106 , a gesture recognition unit 107 , and a character mapping unit 108 . In this solution, the bioelectric sensor 1 installed on the wrist and the position sensor 2 installed on the thumb respectively obtain gesture signals, and then through signal processing, feature extraction, and gesture recognition, the user's gesture is recognized, and the gesture corresponding to the gesture is obtained. characters, thereby realizing the input of the palm virtual keyboard.
[0093] figure 1 The components of the palm virtual keyboard, the system composition and processing flow of the palm virtual keyboard are given, such as figure 2 shown. Among them, the information collection unit ...
Embodiment 3
[0115] This embodiment provides an input method of the palm virtual keyboard in the above embodiment, the flow chart is as follows Figure 4 shown, including the following steps:
[0116] S1. The bioelectric sensor 1 installed on the wrist collects bioelectric information when the user gestures, and the position sensor 2 installed on the thumb collects the motion track and acceleration of the thumb.
[0117] The bioelectric sensor 1 is placed on the surface of the muscle group of the user's wrist, including multiple sensor probes, such as electromyographic signal detection probes, skin surface impedance detection probes, etc., to obtain bioelectric information of the user's gesture movement, such as obtaining the bioelectric information under the skin. EMG signals and impedance change signals on the skin surface, etc. The position sensor 2 is placed on the surface of the user's thumb to obtain the trajectory of the user's thumb in three-dimensional space, as well as the linea...
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