视频人脸识别实验平台的设计与实现

摘要

A face recognition experimental platform was designed and realized combining OpenCV under VS2010 .It can detect face in image firstly ,then map this face image into a new feature space ,and finally use the support vector machine (SVM ) classifier to recognize new face videos .This experiment platform could detect face in image and recognize face ,at the same time it can realize the establishment ,modification and enquiry of the data in the database .The experimental results in ORL and database collected by ourselves show that it is effective .%在VS2010编程环境下，结合OpenCV视觉库设计并完成了一个人脸识别实验平台。首先检测图像中的人脸区域，然后通过子空间法将其映射到新的特征空间提取特征，最后使用支持向量机实现分类识别。该实验平台可完成人脸检测、人脸识别功能，并实现了人脸数据库的创建、修改以及查询。在此实验平台上对ORL人脸数据库和实际创建的数据库进行实验，实验结果证明了视频人脸识别实验平台的有效性。