WANG Song, ZHANG Heng-yi. Automatic analysis system of motion in rat based on vision[J]. 2011, 30(11): 102-104+107. DOI: 10.13873/j.1000-97872011.11.032.
基于视觉的大鼠肢体运动自动分析系统
摘要
设计并实现了实验大鼠肢体运动自动分析系统
系统由通用视频设备和计算机硬件组成
采用基于颜色标记的运动捕捉技术
提出了一种RGB空间映射到HSV空间的快速转换方法
以及快速颜色分类算法结合轮廓搜索算法得到标记点坐标
提取肢体运动学特征参数
并应用于步态行为分类和识别。实际测试平均每帧处理时间小于10 ms
识别正确率97%
表明系统简单、实时和有效。
Abstract
A new method of limb motion automatic analysis system in rat is developed.The system is composed of general video devices and personal computer hardware
based on techniques of motion capture using color marker.The digital image processing such as fast color space conversion
fast color segmentation
and so on
are employed to identify the color markers
extracting features of kinematics parameters are applied in classification and identification of gait phase.The average processing time is less than 10 ms per frame
and the accuracy of recognition is 97 %.Experiment results have shown that this automatic analysis system is simple
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