| 基于P2DHMM的人脸识别算法 |
| |
| 引用本文： | 杨娜,王心醉,董宁宁.基于P2DHMM的人脸识别算法[J].吉林工学院学报,2009,30(6):690-695. |
| |
| 作者姓名： | 杨娜 王心醉 董宁宁 |
| |
| 作者单位： | 杨娜,YANG Na(吉林建筑工程学院计算机科学与工程学院,吉林,长春,130021);王心醉,WANG Xin-zui(苏州生物医学工程技术研究所,江苏,苏州,215163);董宁宁,DONG Ning-ning(中国科学院长春光学精密机械与物理研究所,吉林,长春,130033) |
| |
| 摘 要： | 基于隐马尔科夫模型（HMM）人脸识别算法，将改进的伪二维隐马尔科夫模型（P2DHMM）算法应用于ORL人脸库。在VisualC＋＋6．0平台下进行的实验表明，P2DHMM算法在保证较高识别精度的同时，极大地提高了人脸识别速度。
|
| 关 键 词： | P2DHMM 人脸识别 模式识别 |
Face recognition algorithm based on P2DHMM |
| |
| YANG Na,WANG Xin-zui,DONG Ning-ning.Face recognition algorithm based on P2DHMM[J].Journal of Jilin Institute of Technology,2009,30(6):690-695. |
| |
| Authors: | YANG Na WANG Xin-zui DONG Ning-ning |
| |
| Institution: | YANG Na , WANG Xin-zui, DONG Ning-ning (1. School of Computer Science and Engineering, Jilin Architectural And Civil Engineering Institute, Changchun 130021, China; 2. Suzhou Institute of Biomedical Engineering and Technology Chinese Academy of Sciences, Suzhou 215163, China; 3. Changchun Institute of Optics, Fine Mechanics and Physics Chinese Academy of Sciences, Changchun 130033, China) |
| |
| Abstract: | Based on HMM face recognition algorithm, the improved P2DHMM algorithm is applied to ORL face database. The experiments on the Visual C＋＋6.0 platform show that the algorithm can speed up the face recognition with high accuracy. |
| |
| Keywords: | P2DHMM |
| 本文献已被 维普 万方数据 等数据库收录！ |
|
