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Single-Camera Vision-Based Vein Biometric Authentication and Heart Rate Monitoring via Infrared Imaging Analysis

机译:基于单摄像头视觉静脉生物识别和通过红外成像分析的心率监测

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In this study, a feasibility test is performed to evaluate simultaneous heart rate measurement and individual identification via a single device. Thus, we have designed a novel device, comprising a modified webcam and 660 and 940 nm LEDs, as based on the principles of a conventional blood flow measurement sensor. To confirm the feasibility, we captured three types of images via respective employment of the following: 660 nm LEDs only, 940 nm LEDs only, and both 660 and 940 nm LEDs. A PPG (photoplethysmography) signal is acquired as the images are captured; the output is implemented as ground-truth data. Experimental results showed that the image analysis-based heart rate signal yields a pattern identical to that of a PPG signal. Additionally, acquired finger-vein image visibility and resolution is sufficient to perform finger-vein recognition. Testing the system using more than 100 subjects with variable health statuses confirmed that our proposed concept can be implemented as an effective heart rate monitoring system. The proposed method has the potential to significantly increase the efficiency of individual health information management.
机译:在该研究中,进行可行性测试以通过单个装置评估同时心率测量和单独识别。因此,我们设计了一种新颖的设备,包括改进的网络摄像头和660和940nm LED,如传统血流测量传感器的原理。为了确认可行性,我们通过各自的采用拍摄了三种类型的图像:仅660nm LED,仅940nm LED,均为660和940nm LED。获取PPG(光学质格模型)信号,因为捕获图像;输出实现为地面真实数据。实验结果表明,基于图像分析的心率信号产生与PPG信号相同的图案。另外,获得的手指静脉图像可视性和分辨率足以进行手指静脉识别。使用超过100个受试者测试系统,确认我们所提出的概念可以实现为有效的心率监测系统。该方法有可能显着提高个体健康信息管理的效率。

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