School of Sport Sciences, Lingnan Normal Univesity, Zhanjiang 524048, China.
Department of Physical Education, Tangshan Normal University, Tangshan 063000, China.
Comput Intell Neurosci. 2022 Jul 11;2022:8753473. doi: 10.1155/2022/8753473. eCollection 2022.
Aiming at the problem that the students' long-term use of nonstandard shooting action leads to poor basketball teaching effect, an intelligent correction method of shooting action based on computer vision is proposed. Combined with the principle of computer vision, the image acquisition model of basketball shooting action is constructed. The edge contour and adaptive feature segmentation of basketball images are detected, and abnormal shooting movements are recognized. The intelligent correction model of shooting action is constructed, and the intelligent correction of shooting action is realized. Finally, through experiments, it is proved that the visual analysis and intelligent correction effect of basketball shooting action are obviously better, and it can correct shooting action in real time and accurately.
针对学生长期使用非标准投篮动作导致篮球教学效果差的问题，提出了一种基于计算机视觉的投篮动作智能矫正方法。结合计算机视觉原理，构建了篮球投篮动作的图像采集模型。检测篮球图像的边缘轮廓和自适应特征分割，识别异常投篮动作。构建投篮动作智能矫正模型，实现投篮动作的智能矫正。最后通过实验证明，该方法对篮球投篮动作的视觉分析和智能矫正效果明显更好，能够实时、准确地矫正投篮动作。
