期刊文献+

基于视觉的手势识别研究 被引量:3

Study of Vision-based Hand Gestures Recognition
下载PDF
导出
摘要 在对基于视觉的手势识别的几个关键问题进行研究的基础上,尝试将高斯金字塔光流算法与DTW分类算法相结合,应用到动态手势识别中.实验表明,四个动态手势的平均识别率达到了94.5%. Several key problems of vision based hand gestures recognition are discussed. And Gaussian Pyramid Optical Flow algorithm and DTW algorithm are combined to realize dynamic hand gestures recognition. The recognition rate on 4 gestures is 94.5 %.
出处 《郑州大学学报(理学版)》 CAS 2008年第3期63-66,共4页 Journal of Zhengzhou University:Natural Science Edition
基金 天津市自然科学基金资助项目 编号08JCYBJC13700
关键词 手势识别 特征选择 光流计算 DTW算法 hand gesture recognition feature extraction optical flow calculation DTW algorithm
  • 相关文献

参考文献4

二级参考文献69

  • 1WienerN.控制论(中译本)[M].北京:科学出版社,1962..
  • 2[2]Cortes C,Vapnik V.Support vector networks.Machine Learning[J].1995,20:273-297.
  • 3[3]Burges C.A Tutorial on support vector machines for pattem recognition.Data Mining and Knowledge Discovery,2(2):121-167,1998.
  • 4[4]Knerr S,Personnaz L,Dreyfus G.Signle-layer learning revisited:a stepwise procedure for building and training a neural networks.In J Fogelman,editor,Neurocomputing:Algorithms,Architecture and Applications.Springer-Verlag,1990.
  • 5[5]Krebel U.Pairwise classification and support vector machines.In Ikopf B S,C J C Burges,A J Smola,editors.Advances in kernel methods-Support Vector Learning,pages 255-268,Cambridge,MA,1999.MIT Press.
  • 6[6]Bredensteiner E J,Bennett K P.Multicastegory classification by support vector machines.Computational Optimizations and Applications.1999,53-79.
  • 7[7]Rabiner L,Juang B H.Fundamentals of Speech Recognition[M].PTR Prentice Hall,1993,2.1:121-126.
  • 8[9]DeCoste D,Sch lkopf B.Training invariant support vector machines.Machine Learning,46(1/3):161,2002.1,3.
  • 9[10]Hassdonk B,Keysers D.Tangent distance kernels for support vector machines.In Proc.of the 16th ICPR,2002.3.
  • 10Yao Y,Lin T. Generalization of rough sets using model logics[J]. Intelligent Automation and Soft Computing, 1996,2(2):103-120.

共引文献87

同被引文献52

引证文献3

二级引证文献9

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部