全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

眼睛特征提取中可变形模板能量函数优化方法

Keywords: 眼睛特征提取,可变形模板,优化过程

Full-Text   Cite this paper   Add to My Lib

Abstract:

研究眼睛特征提取过程中可变形模板中能量函数优化方法.根据能量函数中各能量项的作用区域大小,将整个优化过程分解为3个步骤.首先定位虹膜的位置和尺寸,然后调整眼睛的外轮廓,最后采用所有的能量项对眼睛特征的所有参数进行微调.每个步骤不再向下分解为多个子步骤.实验结果表明,与其他的优化过程相比,提出的优化过程在速度和精度上都有所提高.

References

[1]  Zhao W, Chellappa R, Phillips P J, et al. Face recognition: a literature survey[J]. ACM Computing Surveys, 2003,35(4) :399 - 458.
[2]  Fasel B, Luettin J. Automatic facial expression analysis: a survey [J]. Pattern Recognition, 200a, 36 ( 1 ) :259 -275.
[3]  Tian Y, Kanade T, Cohn J. Recognizing action units for facial expression analysis [J].IEEE Transactions on Pattern Analysis and Machine Intelligence, 2001,23(2) 97-115.
[4]  Yuille A L, Cohen D S, Hallinan P W. Feature extraction from faces using deformable templates[C] //Proceedings of CVPR\\'89. San Diego: [s. n. ], 1989:104- 109.
[5]  Xie X, Sudhakar R, Zhuang H. On improving eye feature extraction using deformable templates[J]. Pattern Recognition, 1994,27(6) : 791 - 799.
[6]  Lam K, Yan Hong. Locating and extracting the eye in human face images [J]. Pattern Recognition, 1996, 29(5) :771 - 779.
[7]  Deng J, Lai F. Region-based template deformation and masking for eye-feature extraction and description[J]. Pattern Recognition, 1997,29(3) :403 - 419.
[8]  Shan S, Gao W, Chen X. Facial feature extraction based on facial texture distribution and deformable template[J]. Journal of Software, 2001,12(4) :570- 577.
[9]  Tan H, Zhang Y, Li R. Robust eye extraction using de-formable template and feature tracking ability[C]//Proceedings of ICICS-PCM. Singapore: IEEE, 2003 : 1747 - 1751.
[10]  谭华春 章毓晋 李睿.基于角点特征的眼睛轮廓提取[J].中国图像图形学报,2007,12(7):1224-1229.
[11]  Smith S, Brady J. SUSAN a new approach to low level image processing [J]. International Journal of Computer Vision, 1997,23: 45-78.
[12]  Kanade T, Cohn J F, Tian Y. Comprehensive database for facial expression analysis[C]//Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition. Grenoble, France: IEEE, 2000:46 - 53.

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133