计算机工程与应用2012，Vol.48Issue(1)：205-207,211,4.DOI:10.3778/j.issn.1002-8331.2012.01.059
复杂背景下的人脸定位识别方法
New algorithm for face location and recognition
仲澄 1冯涛2
作者信息
- 1. 上海中新科技管理学院,上海200232
- 2. 上海第二工业大学,上海200041
- 折叠
摘要
Abstract
Most existing face recognition algorithms are based on standard face database. There is only a little face recognition research about complex background. This paper proposes a new face location and recognition algorithm to solve the problem. Face location is based on adaptive skin color segmentation. By taking similar skin color into consideration it can achieve face location of pictures under complex background. Face recognition uses area SVD to advance the PCA method, improves the recognition rate and speed. Through the test of self-face database and ORL database, the efficiency and robustness of the algorithm have been verified. What is more important, the new algorithm achieves face recognition of pictures under complex background.关键词
人脸定位/人脸识别/自适应/主成分分析(PCA)/局部奇异值分解(SVD)Key words
face location/face recognition/adaptive/Principal Component Analysis (PCA)/area Singular Value Decomposition (SVD)分类
信息技术与安全科学引用本文复制引用
仲澄,冯涛..复杂背景下的人脸定位识别方法[J].计算机工程与应用,2012,48(1):205-207,211,4.
