• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2013, Vol. 35 ›› Issue (6): 123-128.

• 论文 • 上一篇    下一篇

基于小波变换的关键帧提取及运动编辑技术

梁加红,李可,李猛,胡应龙   

  1. (国防科学技术大学机电工程与自动化学院,湖南 长沙 410073)
  • 收稿日期:2011-06-04 修回日期:2011-08-29 出版日期:2013-06-25 发布日期:2013-06-25
  • 基金资助:

    国家自然科学基金资助项目(61070141,61170160)

Technique of keyframe extraction and
motion editing based on wavelet transform            

LIANG Jiahong,LI Ke,LI Meng,HU Yinglong   

  1. (College of Mechatronics Engineering and Automation,National University of Defense Technology,Changsha 410073,China)
  • Received:2011-06-04 Revised:2011-08-29 Online:2013-06-25 Published:2013-06-25

摘要:

针对当前运动捕捉数据量大、关键帧难编辑的问题,提出将小波变换引入到关键帧的提取及运动编辑的技术。将运动捕捉数据作为信号进行处理,通过小波变换的方法将人体运动信号分解成高频信号和低频信号,利用半软阈值函数处理小波系数,通过设定不同的阈值,实现对关键帧的提取。提取关键帧后,利用插值技术重建关键帧动画,可生成新的人体运动序列。在运动编辑中,通过调整运动的高频信号,实现了运动特征的增强,进一步丰富了运动编辑的方法。实验结果表明,小波变换对关键帧的提取具有一定的适用性,所提取的关键帧有较强的概括力,对运动进行编辑后,一定程度上保证了运动的真实性。

关键词: 小波变换, 关键帧提取, 半软阈值函数, 阈值, 运动编辑

Abstract:

For the problems of large motion capture data and the difficulty of editing key frames, the paper proposed a technique to introduce wavelet transform into key frames extraction and motion editing. The proposed technique deals with the motion capture data as signal processing, decomposes the signal into high frequency signals and low frequency signals, and disposes the coefficients by semisoft threshold function, and extracts key frames through setting different threshold. After extracting the key frames, the key frames animation is reconstructed by the interpolation technique in order to generate new human motion sequence. In motion editing, the high frequency signals are adjusted so as to enhance the characteristics of motion, further improving the technique of motion editing. The experiment demonstrates this technique is of good application, the extracted key frames have recapitulation, and after the motion editing, the reality of motion can be ensured to some extent.

Key words: wavelet transform;key frame extraction;semisoft threshold function;threshold;motion editing