In this work, we present an analysis tool to help golf beginners compare their swing motion with experts' swing motion. The proposed application synchronizes videos with different swing phase timings using the latent features extracted by a neural network-based encoder and detects key frames where discrepant motions occur. We visualize synchronized image frames and 3D poses that help users recognize the difference and the key factors that can be important for their swing skill improvement.
翻译:在这项工作中,我们提出了一个分析工具,帮助高尔夫初创者将其挥动与专家的挥动运动进行比较。 拟议的应用程序利用神经网络编码器提取的潜在功能,将视频与不同摇摆阶段的时间安排同步,并检测出现相异动作的关键框架。 我们设想同步图像框架和3D将帮助用户认识到对提高摇摆技能很重要的差异和关键因素。