文件名称:主流的人脸识别技术
介绍说明--下载内容均来自于网络,请自行研究使用
主流的人脸识别技术基本上可以归结为三类,即:基于几何特征的方法、基于模板的方法和基于模型的方法。
1. 基于几何特征的方法是最早、最传统的方法,通常需要和其他算法结合才能有比较好的效果;
2. 基于模板的方法可以分为基于相关匹配的方法、特征脸方法、线性判别分析方法、奇异值分解方法、神经网络方法、动态连接匹配方法等。
3. 基于模型的方法则有基于隐马尔柯夫模型,主动形状模型和主动外观模型的方法等。(The mainstream face recognition technology can be basically summed up in three categories, namely, the geometric feature based method, the template based method and the model based method.
1. the geometric feature based method is the earliest and most traditional method, and it usually needs to be combined with other algorithms in order to have a better effect.
2., template based methods can be divided into related matching methods, eigenfaces, linear discriminant analysis, singular value decomposition, neural network and dynamic link matching.
3. the model based approach is based on the implicit Markov model, the active shape model and the active appearance model.)
1. 基于几何特征的方法是最早、最传统的方法,通常需要和其他算法结合才能有比较好的效果;
2. 基于模板的方法可以分为基于相关匹配的方法、特征脸方法、线性判别分析方法、奇异值分解方法、神经网络方法、动态连接匹配方法等。
3. 基于模型的方法则有基于隐马尔柯夫模型,主动形状模型和主动外观模型的方法等。(The mainstream face recognition technology can be basically summed up in three categories, namely, the geometric feature based method, the template based method and the model based method.
1. the geometric feature based method is the earliest and most traditional method, and it usually needs to be combined with other algorithms in order to have a better effect.
2., template based methods can be divided into related matching methods, eigenfaces, linear discriminant analysis, singular value decomposition, neural network and dynamic link matching.
3. the model based approach is based on the implicit Markov model, the active shape model and the active appearance model.)
(系统自动生成,下载前可以参看下载内容)
下载文件列表
文件名 | 大小 | 更新时间 |
---|---|---|
主流的人脸识别技术.docx | 19434 | 2018-03-26 |