关于湿度和光源对FTIR指纹图像质量影响的定量分析研究
Manjae Shin1, Seungbong Lee1, Seungbin Baek2
1Department of Biomedical Engineering, Dongguk University Biomedical Campus, 32, Dongguk-ro, Ilsandong-gu, Goyang-si 10326, Republic of Korea.
Sensors (Basel, Switzerland)
|February 26, 2025
概括
丧的全内反射 (FTIR) 指纹扫描可能会在湿的指尖和绿色或蓝色光线下得到改善. 这项研究量化分析了湿度和光线对FTIR图像质量的影响,以获得更好的自动指纹识别系统 (AFIS).
科学领域:
- 生物识别信息 生物识别信息
- 光学工程是指光学工程.
- 法医科学 法医科学 法医科学
背景情况:
- 挫败式全内反射 (FTIR) 是一种成本效益高的光学指纹扫描方法.
- 指纹图像质量对指尖表面条件,特别是湿度很敏感.
- 以前的研究表明,过多的湿度可能会提高FTIR指纹图像的质量.
研究的目的:
- 量化分析指尖湿度水平 (湿,干,控制) 对FTIR指纹图像质量的影响.
- 研究不同光源波长 (红色,绿色,蓝色) 对FTIR指纹图像质量的影响.
- 为改善自动指纹识别系统 (AFIS) 提供优化FTIR成像条件的见解.
主要方法:
- 对20名参与者进行了初步临床实验.
- 指尖的湿度水平有所变化 (湿,干,控制).
- 用FTIR用红色,绿色和蓝色光源捕获指纹图像.
主要成果:
- 与干燥条件相比,在潮湿条件下指纹图像质量可能会提高.
- 绿色和蓝色光源可能会比红光产生更好的图像质量.
- 统计分析显示了一致的趋势,尽管样本大小限制了概括性.
结论:
- 指尖湿度和光波长显著影响FTIR指纹图像质量.
- 优化这些参数,特别是使用湿条件和绿色/蓝光,可以提高AFIS的可靠性.
- 需要对更大的样本大小进行进一步的研究,以验证这些发现及其通用性.
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