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Method for recognising faces by means of a two-dimensional linear discriminant analysis

机译:二维线性判别分析的人脸识别方法

摘要

The invention relates to a method for recognizing faces in digital images consisting in providing for a knowledge base which contains face images and is hierarchical into several classes each of which comprises different images of the same person. The invention relates to pre-processing said knowledge base in such a way that a minimization of variance in each class and a maximization of variance between different classes are simultaneously obtainable, thereby making it possible to form a vectorial base comprising the discriminant component of said knowledge base. The comparison of a recognizable face with a pre-processed reference face such as the knowledge base and an eventual reconstruction of a recognized face are also disclosed.
机译:本发明涉及一种用于识别数字图像中的面部的方法,该方法包括提供一个包含面部图像的知识库,该知识库包含面部图像并且被分为几类,每类包括同一个人的不同图像。本发明涉及对所述知识库的预处理,使得可以同时获得每个类别的方差的最小化和不同类别之间的方差的最大化,从而使得可以形成包括所述知识的判别成分的矢量基础。基础。还公开了将可识别面部与诸如知识库之类的预处理参考面部进行比较,以及最终重建所识别面部。

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