异质人脸识别研究综述
首发时间:2013-04-26
摘要:自动人脸识别作为生物特征识别的一种,有着特定的优势,而异质人脸识别又是自动人脸识别技术中特殊的一类。论文回顾了四种异质人脸识别(二维和三维人脸图像、素描图像和照片、人脸老化图像、可见光和近红外图像)的研究现状,并分别对已有的算法进行了大致的分类和总结,讨论了异质人脸识别技术面临的困难和挑战,以及未来的发展趋势。
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A Survey of Heterogeneous Face Recognition
Abstract:Automatic face recognition is a kind of biometric identification and has specific advantages. And heterogeneous face recognition is a special class of automatic face recognition technology. This paper reviews the research status of four heterogeneous face recognition (2D and 3D face images, sketch images and photographs, aging face images, visible and near-infrared images) and classifies and summarizes the existing algorithms roughly. Finally, the paper discusses the difficulties and challenges faced by heterogeneous face recognition technology, as well as future trends.
Keywords: Image processing 3D image Sketch Face aging Heterogeneous face recognition
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