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基于容器理论的模式识别算法 被引量:1

The Algorithm of Pattern Recognition Based on Container Theory
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摘要 容器算法一般用于复杂系统的拟合和仿真,本文将其推广应用到模式分类问题之上,主要方法有拟合指纹比较法和训练法两种。文章在最后通过例子结合CUP分形特性探讨了不同时钟信号序列对演化序列的影响和不同区分度的现实意义。 The container algorithm is generally used for the fitting and simulation for complex systems. This paper applies it to the pattern classification problem. The main methods are fingerprint of fitting comparison method and training method. In the end, the article discusses the fractal characteristics of pattern recognition by examples. and the different clock signal sequences on the evolutionary sequence and the practical significance of different degrees of discrimination are discussed.
作者 高远 李青 GAO Yuan;LI Qing(Shanghai University, Shanghai 200444 China)
机构地区 上海大学
出处 《自动化技术与应用》 2019年第6期117-121,共5页 Techniques of Automation and Applications
基金 上海市科技创新行动计划项目资助(编号16511101200)
关键词 CUP算法 演化序列 拟合指纹比较 训练法 CUP algorithm evolutionary sequence fingerprint of fitting training method
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  • 1赵明华,游志胜,吕学斌,穆万军.基于ICA和FLD相结合的人脸识别[J].计算机应用研究,2005,22(8):255-257. 被引量:4
  • 2刘克彬,李芳,刘磊,韩颖.基于核函数中文关系自动抽取系统的实现[J].计算机研究与发展,2007,44(8):1406-1411. 被引量:59
  • 3杨绍华,林盘,潘晨.利用小波变换提高基于KPCA方法的人脸识别性能[J].山东大学学报(理学版),2007,42(9):96-100. 被引量:10
  • 4Lee S Y, Ham Y K, Park R H. Recognition of human front faces using knowledge-based feature extraction and neuro- fuzzy algorithm [J]. Pattern Recognition, 1996, 29 ( 11 ) : 1863-1876.
  • 5Turk M, Pentland A. Eigenfaces for recognition [J]. Journal of Cognitive Neuroscience, 1991,3 ( 1 ) : 71 - 86.
  • 6Zhang B,Zhang C. Lower hounds estimation to KL trans- form in face representation and recognition[C]//Interna- tional Conference on Machine Learning and Cybernetics. IEEE, 2002 : 1314- 1318.
  • 7张燕昆,刘重庆.基于DCT与LDA的人脸识别方法[M]//生物识别研究新进展.北京:清华大学出版社,2001:55-59.
  • 8Fleming M K, Cottrell G W. Categorization of faces using unsupervised feature extraction[C]//Proeeedings of Inter- national Joint Conferenee on Neural Networks, Vol 2. Par- is: IEEE, 1990:65-70.
  • 9Werbos P J. Beyond regression: new tools for prediction and analysis in the behavioral sciences [D]. Boston Hat- yard University, 1974.
  • 10ORL. The ORL face database at the ATT Research Labo- ratory [DB/OL]. (2006-03-06). http://www, cl. cam. ac. uk/Research/DTG/attarchive/facedatabase, html.

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