InterFace: A software package for face image warping, averaging, and principal components analysis

InterFace: A software package for face image warping, averaging, and principal components analysis
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DOI:
10.3758/s13428-016-0837-7
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发表时间:
2017-12-01
影响因子:
5.4
通讯作者:
Burton, A. Mike
Burton, A. Mike
中科院分区:
心理学2区
文献类型:
--
作者:
Kramer, Robin S. S.;Jenkins, Rob;Burton, A. Mike

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我们描述的接口,一个软件包的研究在人脸识别。该软件包支持图像扭曲,重塑,平均多个面部图像,并在面部之间变形。它还支持人脸图像的主成分分析(PCA),沿着探索PCA产生的“人脸空间”的工具。该软件包使用一个简单的图形用户界面,允许用户执行这些复杂的图像操作,而无需任何编程知识。该程序可以以应用程序的形式下载,这要求用户还可以访问(免费提供的)MATLAB环境。
We describe InterFace, a software package for research in face recognition. The package supports image warping, reshaping, averaging of multiple face images, and morphing between faces. It also supports principal components analysis (PCA) of face images, along with tools for exploring the "face space" produced by PCA. The package uses a simple graphical user interface, allowing users to perform these sophisticated image manipulations without any need for programming knowledge. The program is available for download in the form of an app, which requires that users also have access to the (freely available) MATLAB Runtime environment.