武术技术动作识别与质量评价研究  

Human Posture Recognition and Quality Evaluation for Martial Arts

作　　者：马威 曹传宝 马沁巍[2] 周士潮 候珂毅 孙文章 白博方 张晶 MA Wei;CAO Chuan-bao;MA Qin-wei;ZHOU Shi-chao;HOU Ke-yi;SUN Wen-zhang;BAI Bo-fang;ZHANG Jing(Hebei Institute of Physical Education,Shijiazhuang 050041,China;School of Aerospace Engineering,Beijing Institute of Technology,Beijing 100081,China;School of Ocean and Civil Engineering,Shanghai Jiao Tong University,Shanghai 200240,China)

机构地区：[1]河北体育学院武术系,石家庄050800 [2]北京理工大学宇航学院,北京100081 [3]上海交通大学船舶海洋与建筑工程学院,上海200240

出　　处：《科学技术与工程》2025年第2期459-472,共14页Science Technology and Engineering

基　　金：国家自然科学基金(12132009);河北体育学院体育产业发展研究项目(362029)。

摘　　要：为解决武术项目专业运动员动作质量定量化评价的难题,将阵列式摄像测量技术与多视角几何原理结合,发展了人体参数化模型约束下的人体动作精细化识别方法,基于所获得的关节位置与角度信息建立了武术套路动作定量化评价方法体系,对五步拳项目不同水平运动员的技术动作进行了测量和评价。结果表明:本文方法能够有效地实现武术项目运动员动作质量识别与质量评价,研究结果也可以拓展至其他竞技体育运动与大众健康,为科学化训练与运动康复提供支持。In order to evaluate the quality of professional athletes in martial arts,the camera array based measurement and multi-view geometry were combined to develop a refined recognition method of human movements under the constraints of human parametric model,and a quantitative evaluation method system of martial arts movements was established based on the obtained joint position and angle information,and the technical movements of athletes of different levels in the five-step boxing event were measured and evaluated.The results show that the method developed in this paper can effectively realize the identification and quality evaluation of athletes’movements in Wushu events,and the research results can also be extended to other competitive sports and public health,so as to provide support for scientific training and sports rehabilitation.

关 键 词：人体动作测量 视觉测量 动作评价 武术 五步拳 

分 类 号：O348.1[理学—固体力学] R455[理学—力学]