| 基于二维Gabor小波特征的三维人脸识别算法 |
| |
| 引用本文： | 孔华锋,鲁宏伟,冯悦.基于二维Gabor小波特征的三维人脸识别算法[J].计算机工程,2008,34(17):200-201. |
| |
| 作者姓名： | 孔华锋 鲁宏伟 冯悦 |
| |
| 作者单位： | 1. 华中科技大学计算机科学与技术学院,武汉,430074;华中科技大学图像识别与人工智能研究所,武汉 430074
2. 华中科技大学计算机科学与技术学院,武汉,430074 |
| |
| 摘 要： | 分析三维人脸识别技术，提出一种基于Gabor小波特征的三维人脸识别算法。该算法采用二维Gabor小波特征精确且稳定地描述人脸特征，重建三维人脸模型并对其进行模板匹配，对匹配后的三维人脸模型进行线性判别分析。对基于ORL和UMIST两个人脸数据库的实验结果表明，该算法性能优良。
|
| 关 键 词： | 二维Gabor小波特征 三维人脸识别 人脸表面模型 模型匹配 |
| 修稿时间： | |
3D Face Recognition Algorithm Based on 2D Gabor Wavelet Feature |
| |
| KONG Hua-feng,LU Hong-wei,FENG Yue.3D Face Recognition Algorithm Based on 2D Gabor Wavelet Feature[J].Computer Engineering,2008,34(17):200-201. |
| |
| Authors: | KONG Hua-feng LU Hong-wei FENG Yue |
| |
| Affiliation: | (1. School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074; 2. Institute of Pattern Recognition and Artificial Intelligence, Huazhong University of Science and Technology, Wuhan 430074) |
| |
| Abstract: | This paper analyzes the feature of 3D face recognition, and presents a 3D face recognition algorithm based on 2D Gabor wavelet feature. This algorithm uses 2D Gabor wavelet feature to describe features on human face accurately and stably. The 3D face recognition is performed by three steps: 3D face model reconstruction, pattern matching of reconstructed 3D face model and Linear Discriminates Analysis of matched 3D face model. The experimental result based on ORL and UMIST databases shows that this method has excellent performances. |
| |
| Keywords: | 2D Gabor wavelet feature 3D face recognition face appearance model model matching |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
| 点击此处可从《计算机工程》浏览原始摘要信息 |
|
点击此处可从《计算机工程》下载全文 |
