Automatic Adjustment of Facial Orientation in 3D Face Image Database

M. Yoshino, K. Imaizumi, T. Tanijiri, J. Clement
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引用次数: 3

Abstract

The morphometric matching method for identifying persons from surveillance images using a computer-assisted facial image identiˆcation system has now been introduced to actual criminal casework. However, it is still sometimes a laborious task to rapidly distinguish a criminal from a number of suspects using the existing current facial identiˆcation system. Therefore in this study new software, which automatically adjusts the orientation of 3D face images in the database, was designed and its availability was experimentally evaluated as a preliminary step of an automatic face image identiˆcation system. From a total 5000 superimpositions of the 2D face images of 50 subjects which were compared automatically with the 3D face images of 100 suspects, only 18 face images of suspects (0.4) showed inadequate orientation compared to their corresponding 2D face images for recognition purposes. From this experiment, it is concluded that the software developed will be applicable to the automatic adjustment of facial orientation in the 3D face image database and this is anticipated to improved the e‹ciency of policing in Japan as 3D imaging systems are deployed.
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三维人脸图像数据库中人脸方向的自动调整
利用计算机辅助面部图像识别系统从监控图像中识别人物的形态匹配方法现已被引入实际的刑事案件中。然而,利用现有的人脸识别系统,要从众多嫌疑人中快速识别出一个罪犯,有时仍然是一项艰巨的任务。因此,本研究设计了一种新的软件,可以自动调整数据库中三维人脸图像的方向,并对其可用性进行了实验评估,作为人脸图像自动识别系统的第一步。将50名被试的5000张2D人脸图像与100名嫌疑人的3D人脸图像进行自动对比,只有18张嫌疑人的人脸图像(0.4)与对应的2D人脸图像相比,在识别目的上方向不足。通过本实验得出,所开发的软件将适用于三维人脸图像数据库中人脸方向的自动调整,随着三维成像系统的部署,有望提高日本警务的效率。
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