首页> 外文会议>International conference on computer science and it applications;International conference on ubiquitous information technologies >Single-Camera Vision-Based Vein Biometric Authentication and Heart Rate Monitoring via Infrared Imaging Analysis
【24h】

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

机译:基于红外成像分析的单摄像机视觉静脉生物认证和心率监测

获取原文

摘要

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:在这项研究中,进行了可行性测试,以评估通过单个设备同时进行的心率测量和个人识别。因此,根据传统的血流测量传感器的原理,我们设计了一种新颖的设备,包括改进的网络摄像头以及660和940 nm的LED。为了确认可行性,我们通过分别采用以下方式捕获了三种类型的图像:仅660 nm LED,仅940 nm LED以及660和940 nm LED。捕获图像时获取PPG(光电容积描记术)信号;输出被实现为真实数据。实验结果表明,基于图像分析的心率信号产生的图案与PPG信号的图案相同。另外,获得的手指静脉图像可见性和分辨率足以执行手指静脉识别。使用100多个健康状况各异的受试者对该系统进行了测试,证实了我们提出的概念可以作为有效的心率监测系统来实施。所提出的方法有可能显着提高个人健康信息管理的效率。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号