具有时变表情的人脸识别和检索的分布式技术

D. Megherbi, Yi Miao
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引用次数: 3

摘要

给定一个时变的人脸图像对象,或者只是图像的一小部分,模板对象图像是否存在于给定的图像数据库中是我们当今面临的一个重要问题,由于涉及到许多挑战,这个问题仍然处于起步阶段。利用分布式计算的计算共享和数据存储共享等优势,可以消除集中图像数据库中图像检索的局限性。在本文中,我们提出了一种有效的方法和架构来确定给定的面部,其子部分(s)具有时变特征,伪装和面部表情是否存储在存储在名义配置中的已知面部集合中。如果存在这样的图像,则给出匹配报告,并导出图像的位置和旋转。我们在这里展示了如何在图像模式识别阶段结合分布式计算和图像子补丁相关技术,显著提高了图像搜索的性能。
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A distributed technique for recognition and retrieval of faces with time-varying expressions
Given a time-varying face image object, or only a sub-part of the image, the question of whether the template object image exists in a given image database is an important problem our days, which still remains in its infancy, due to the many challenges it involves. With the advantage of distributed computing, such as computation sharing and data storage sharing, the limitations of image retrieval in a centralized image database can be eliminated. In this paper, we present an efficient method and architecture to determine whether a given face, of sub-part (s) of it, with time-varying features, disguises, and facial expressions is stored in a collection of known faces stored in nominal configurations. We demonstrate If such image exists, a match report is presented and the image position and rotation are derived as well. We show here how by combining a distributed computing and image sub-patch correlation technique in the image pattern recognition phase, the performance of the image searching is significantly improved.
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