期刊文献+

HOG特征结合中心对称局部二值模式的单样本人脸识别 被引量:1

下载PDF
导出
摘要 责针对传统的人脸识别算法在单训练样本的情况下识别率不佳的情况,提出一种HOG特征结合中心对称局部二值模式的单样本人脸识别算法(HCLBP)。首先,用HOG算法对原始的人脸图像进行分层处理,得到图像的梯度和幅度信息;然后用CSLBP算子对它们进行编码,并融合它们得到人脸图像的HCLBP特征;最后,得到人脸的直方图特征,使用直方图相交的方法进行分类。
出处 《计算机产品与流通》 2018年第9期95-95,共1页
  • 相关文献

参考文献3

二级参考文献22

  • 1尹洪涛,付平,孟升卫.基于局部特征融合的人脸识别[J].测试技术学报,2006,20(6):539-542. 被引量:5
  • 2Ojala T,Pietikainen M,Harwood D.A comparative study of texture measures with classification based on featured distribution[J].Pattern Recognition,1996,29:51-59.
  • 3Ojala T,Pietikainen M,Maenpaa T.Multirresolution grayscale and rotation invariant texture classification with local binary patterns[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2002,24(7):97l-987.
  • 4Kirsch R.Computer determination of the constituent structure of biological images[J].Computers and Biological Research,1971,4(3):315-328.
  • 5Jabid T,Kabir M H,Chae O.Local directional pattern(LDP)-A robust image descriptor for object recognition[C]//Proceedings of the 7th IEEE International Conference on Advanced Video and Signal Based Surveillance(AVSS),2010:482-487.
  • 6Chen J,Shan S,He C,et al.WLD:A robust local image descriptor[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2010,32(9):1705-1720.
  • 7Heikkil?M,Pietik?inen M,Schmid C.Description of interest regions with local binary patterns[J].Pattern Recognition,2009,42(3):425-436.
  • 8Zhu Chao,Bichot C E,Chen Liming.Image region description using orthogonal combination of local binary patterns enhanced with color information[J].Pattern Recognition,2013,46(7):1949-1963.
  • 9Zhang T,Tang Y Y,Fang B,et al.Face recognition under varying illumination using gradientfaces[J].IEEE Transactions on Image Processing,2009,18(11):2599-2606.
  • 10Wang B,Li W,Yang W,et al.Illumination normalization based on Weber’s law with application to face recognition[J].Signal Processing Letters,2011,18(8):462-465.

共引文献62

同被引文献11

引证文献1

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