期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

利用LBP特征与神经网络在嵌入式系统上实现人脸识别算法

Implementation of Face Recognition Algorithm via LBP Feature and Neural Network Classifier in Embedded System
下载PDF
导出
摘要 随着信息处理技术的发展,人脸识别技术在嵌入式平台上的应用越来越广泛。描述如何基于OpenCV视觉库在嵌入式平台利用LBP特征和神经网络实现人脸识别系统,并讨论如何在嵌入式平台上优化算法。 With the development of information processing techniques, the application of face recognition technique based on embedded systems is increasingly important. Describes the implementation of face recognition algorithm based on OpenCV and embedded systems by means of LBP features and nerual network, and discusses how to optimize the algorithm in embedded platform.
作者 刘爽
机构地区 清远职业技术学院
出处 《现代计算机》 2013年第13期23-25,共3页 Modern Computer
基金 清远职业技术学院2011年度自然科学研究课题(No.ZK11008)
关键词 LBP特征 神经网络 嵌入式系统 LBP Features Neural Network Embedded System
分类号 TP391.41 [自动化与计算机技术—计算机应用技术] TP368.1 [自动化与计算机技术—计算机系统结构]
  • 相关文献

参考文献3

  • 1Tan, Xiao-yang, Bill Triggs. Fusing Gabor and LBP FeatureSets for Kernel-Based Face Recognition. Analysis and Mod- eling of Faces and Gestures. Springer Berlin Heidelberg, 2007 : 235-249.
  • 2袁宝华,王欢,任明武.基于完整LBP特征的人脸识别[J].计算机应用研究,2012,29(4):1557-1559. 被引量：31
  • 3C.M.Bishop. Pattern Recognition and Machine Learning. Springer, 2007.

二级参考文献10

  • 1ZHAO W,CHELLAPPA R,PHILIPS P J,et al.Face recognition:aliterature survey[J].ACM Computing Surveys,2003,35(4):399-458.
  • 2AHONEN T,HADID A,PIETIKINEN M.Face Description with lo-cal binary patterns:application to face recognition[J].IEEE Trans-actions on Pattern Analysis and Machine Intelligence,2006,28(12):2037-2041.
  • 3AHONEN T,M.PIETIKINEN.Image description using joint distri-bution of filter bank responses[J].Pattern Recognition Letters,2009,30(4):368-376.
  • 4HEIKKILA M,PIETIKAINEN M,SCHMID C.Description of interestregions with local binary patterns[J].Pattern Recognition,2009,42(3):425-436.
  • 5ZHANG Bao-Chang,GAO Yong Sheng.Local derivative pattern versuslocal binary pattern:face recognition with high-order local pattern de-scriptor[J].IEEE Trans on Image Processing,2010,19(2):533-544.
  • 6CHOI J Y,PLATANIOTIS K N,RO Y M.Using colour local binarypattern features for face recognition[C]//Proc of the 17th IEEE In-ternational Conference on Image Processing.2010:4541-4544.
  • 7JABID T,KABIR M H,CHAE O.Facial expression recognition usinglocal directional pattern[C]//Proc of the 17th IEEE InternationalConference on Image Processing.[S.l.]:IEEE Press,2010:1605-1608.
  • 8GUO Zhen-hua,ZHANG L,ZHANG D.A completed modeling of localbinary pattern operator for texture classification[J].IEEE Trans onImage Processing,2010,19(6):1657-1663.
  • 9GUO Zhen-hua,ZHANG Lei,ZHANG D.Rotation invariant textureclassification using LBP variance(LBPV)with global matching[J].Pattern Recognition,2010,43(3):706-719.
  • 10TAN Xiao-yang,TRIGGS B.Enhanced local texture feature sets forface recognition under difficult lighting Conditions[J].IEEE Transon Image Processing,2010,19(6):1635-165.

共引文献30

现代计算机
2013年 第13期

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