Research on the Application of Aerobics Body Evaluation Model Based on Data Mining in College Physical Education

Abstract

The purpose of this paper is to design a real-time aerobics motion monitoring system based on DirectShow for human health. In this paper, a real-time monitoring system is designed and implemented by combining the background differential motion detection algorithm with DirectShow technology. Firstly, according to the characteristics of indoor monitoring scene, a real-time priority moving target detection and tracking method is proposed. Then, combining with the characteristics of DirectShow technology, the method is encapsulated and improved. In the case of data fusion, a filter component with real-time aerobics motion detection function is designed and implemented. On this basis, an intelligent video monitoring system of “detection before compression transmission” is constructed. Experiments show that the system not only has a good monitoring effect, but also greatly reduces the storage space requirements of the video monitoring system.