指纹识别性能在恶劣的户外和寒冷的天气条件

Ron F. Stewart, Matt Estevao, A. Adler
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引用次数: 12

摘要

本文报道了指纹识别技术在恶劣室外条件下的性能测试,特别关注了在寒冷天气下的性能。我们分析:1)芯片与光学指纹扫描仪技术,2)识别性能和图像质量,以及3)用户/设备交互。设计了一种室外指纹门禁系统,用于采集指纹图像和用户交互视频数据。使用该设备,在两年的时间内收集数据,并进行用户调查。数据分析的生物识别错误率和指纹质量(NFIQ)作为温度和湿度的函数。结果表明:1)生物识别性能对温度和湿度(-30℃至+20℃)没有显著依赖;2)芯片指纹扫描仪和光学指纹扫描仪在恶劣和寒冷天气应用中都存在一些缺陷;3)整体指纹生物识别技术在这种应用中具有良好的可用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fingerprint recognition performance in rugged outdoors and cold weather conditions
This paper reports on tests of the performance of fingerprint recognition technology in rugged outdoor conditions, with an especial concentration on the performance in cold weather. We analyze: 1) chip versus optical fingerprint scanner technology, 2) recognition performance and image quality, and 3) user/device interaction. A outdoor fingerprint door access system was designed to capture fingerprint images and video data of user interactions. Using this device, data were captured over a period of two years, and a user survey performed. Data were analyzed in terms of biometric error rates and fingerprint quality (NFIQ) as a function of temperature and humidity. Results suggest: 1) biometric performance has no significant dependence on temperature and humidity (-30C to +20C), 2) both chip based and optical fingerprint scanners have some flaws in rugged and cold weather applications, and 3) overall fingerprint biometric technology has a good level of usability in this application.
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