Multi-student standing and sitting detection method based on optical flow and k-means clustering
A detection method and a student's technology, applied in the field of information teaching, can solve the problems of complex installation and wiring, not beautiful, high cost, etc., and achieve the effect of high detection accuracy, good real-time performance, and simple equipment
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[0020] The embodiments of the present invention will be described in detail below in conjunction with the drawings.
[0021] Such as figure 1 As shown, a schematic diagram of the installation of a camera in an embodiment of the present invention. The camera is installed above the wall in front of the student area in the classroom, and the position is not limited; you can also choose a suitable place to install it.
[0022] Such as figure 2 As shown, it is a flowchart of the multi-student sit-up detection method based on optical flow and k-means clustering of the present invention, which specifically includes the following steps:
[0023] Step 1. Video capture: enable the camera, collect the video information of the student area, and send it to the analysis and processing system;
[0024] Step 2. Detect the motion area: detect the motion area of the student area, and use the inter-frame difference method to detect the motion area in the image: calculate the grayscale difference of e...
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