篮球训练中投篮手势与命中率相关性研究

Study on the correlation between shooting gesture and shooting rate in basketball training

为了量化分析篮球训练中投篮手势与命中率相关性,提出基于视觉图像特征提取的篮球训练中投篮手势与命中率相关性分析模型,采用高分辨的视觉信息增强技术进行篮球训练中投篮手势动作视觉图像采集,提取篮球训练中投篮手势动作的视觉信息特征量,分析各种手势状态下与命中率相关性关系,采用三维视觉重构技术进行篮球训练中投篮手势动作规划设计,构建篮球训练中投篮手势与命中率相关性关系模型,结合图像信息融合和自适应分割处理方法实现篮球训练中投篮手势与命中率的视觉评估和相关性分析.仿真结果表明,采用该方法进行篮球训练,投篮手势与命中率评估的准备性较高,可靠性较好,提高了篮球训练中投篮命中率.

In order to quantitatively analyze the correlation between shooting gesture and hit rate in basketball training, a correlation analysis model between shooting gesture and hit rate in basketball training based on visual image feature extraction is proposed.The high resolution visual information enhancement technique is used to collect the visual image of shooting gesture in basketball training.The visual information feature of shooting gesture in basketball training is extracted, and the correlation between shooting rate and various gesture states is analyzed.The three-dimensional visual reconstruction technique is used to plan and design the shooting gesture in basketball training, and the correlation model between shooting gesture and hit rate is constructed in basketball training.Combining image information fusion and adaptive segmentation, the visual evaluation and correlation analysis of shooting gesture and hit ratio in basketball training are realized.The simulation results show that this method has the advantages of high preparation and good reliability in evaluating shooting gesture and shooting rate in basketball training, and improves shooting hit rate in basketball training.