基于PCA和SVM的实时人脸识别:
faceCapture:首先采集需要被识别人的人脸,每人采取10张,统一格式大小,放入人脸数据库中;
ReadFace:读入训练的人脸数据;
fastPCA:PCA降维;
scaling:训练数据归一化;
train:使用SVM支持向量机训练模型;
imageAcquision:
读入人脸照片—>灰度化—>检测人脸—>扣出人脸—>归一化尺寸—>在训练集的特征子空间中降维—>在训练集每维的最大最小值上数据归一化—>利用训练好的模型预测—>显示
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基于机器学习SVM+PCA算法实现人脸识别系统matlab源码(含详细注释)+说明文档.zip基于机器学习SVM+PCA算法实现人脸识别系统matlab源码(含详细注释)+说明文档.zip基于机器学习SVM+PCA算法实现人脸识别系统matlab源码(含详细注释)+说明文档.zip基于机器学习SVM+PCA算法实现人脸识别系统matlab源码(含详细注释)+说明文档.zip 【项目介绍】 使用得技术有机器学习SVM和PCA算法 语言使用得是matlab 可以做毕设、课设、实训代码等 【备注】 1、该资源内项目代码都经过测试运行成功,功能ok的情况下才上传的,请放心下载使用!有问题请及时沟通交流。 2、适用人群:计算机相关专业(如计科、信息安全、数据科学与大数据技术、人工智能、通信、物联网、自动化、电子信息等)在校学生、专业老师或者企业员工下载使用。 3、用途:项目具有较高的学习借鉴价值,不仅适用于小白学习入门进阶。也可作为毕设项目、课程设计、大作业、初期项目立项演示等。 4、如果基础还行,或热爱钻研,亦可在此项目代码基础上进行修改添加,实现其他不同功能。 欢迎下载!欢迎交流学习
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