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The Impact of Bio-Inspired Approaches Toward the Advancement of Face Recognition

机译:受生物启发的方法对面部识别技术发展的影响

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An increased number of bio-inspired face recognition systems have emerged in recent decades owing to their intelligent problem-solving ability, flexibility, scalability, and adaptive nature. Hence, this survey aims to present a detailed overview of bio-inspired approaches pertaining to the advancement of face recognition. Based on a well-classified taxonomy, relevant bio-inspired techniques and their merits and demerits in countering potential problems vital to face recognition are analyzed. A synthesis of various approaches in terms of key governing principles and their associated performance analysis are systematically portrayed. Finally, some intuitive future directions are suggested on how bio-inspired approaches can contribute to the advancement of face biometrics in the years to come.
机译:由于其智能的问题解决能力,灵活性,可伸缩性和适应性,近几十年来出现了越来越多的受生物启发的面部识别系统。因此,本次调查旨在详细介绍与面部识别技术相关的生物启发方法。基于分类良好的分类法,分析了有关生物启发性技术及其在应对人脸识别至关重要的潜在问题方面的优缺点。系统地描绘了根据关键治理原则进行的各种方法的综合及其相关的绩效分析。最后,提出了一些直观的未来方向,说明生物启发的方法如何在未来几年内有助于面部生物识别技术的发展。

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