大数据环境下分布式多用户人脸识别系统

Majdouline Meddad, Chouaib Moujahdi, M. Mikram, M. Rziza
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引用次数: 1

摘要

计算机视觉是一个处理计算机如何从几种输入信息中获得高水平理解的领域。一般来说,它试图将人类有能力完成的任务自动化。计算机视觉任务包含一种理解数字图像和提取高维的方法,以生成一块符号信息,例如,以决策的形式。如何在多用户身份识别系统中实现快速识别,是当前图像处理和计算机视觉领域亟待解决的问题之一。在本文中,我们提出了一个在大数据环境下的识别系统,在不受控制的条件下,与一些被比较的经典系统相比,该系统在保持良好性能的同时提供了一个可接受的识别时间。
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A Multi-User Face Identification system with distributed tasks in a Big Data Environment
Computer vision is a field that handles how a computer can gain a high level of understanding from several kind of inputted information. In general, it tries to automate tasks that humans have the ability to do. Computer vision tasks contain a method to understand digital images and extract high dimensional in order to generate a piece of symbolic information, for example, in the forms of decisions. One of the open issues in image processing and computer vision nowadays is how we can handle the problem of quick identification in a multi-user identification system. In this paper, We propose an identification system in a big data environment that provide and an acceptance identification time while keeping a good performance, in uncontrolled conditions, in comparison with some compared classical systems.
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