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Brightness and Contrast Controllable Fingerprint Image Enhancement Based on Histogram Specification

机译:基于直方图规范的亮度和对比度可控指纹图像增强

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摘要

The forensic scientists have used fingerprints in criminal investigations as a means of identification for centuries. Fingerprint identification is one of the most important criminal investigation tools due to two features: their persistence and their uniqueness. A person's fingerprints do not change over time. The friction ridges which create fingerprints are formed while inside the womb and grow proportionally as the baby grows. Permanent scarring is the only way a fingerprint can change. In addition, fingerprints are unique to an individual. Even identical twins have different fingerprints. This project is about image enhancement which can be applied to enhancing fingerprint images, so that the investigation could move forward in a better way, that is, by helping to identify the owner of the fingerprint during fingerprint matching. To achieve this, a specific image enhancement technique is used to achieve a better result. Histogram specification is used in which there are two parameters k_1 and k_2 which can be used to modify the brightness and contrast of the fingerprint image.
机译:法医科学家使用刑事调查的指纹作为几个世纪的识别手段。指纹识别是由于两个特征的最重要的刑事侦查工具之一:他们的持久性和他们的独特性。一个人的指纹随着时间的推移不会改变。在子宫内形成指纹的摩擦脊并随着婴儿的增长成比例地成长。永久疤痕是指纹可以改变的唯一方法。此外,指纹对个人是独一无二的。甚至相同的双胞胎都有不同的指纹。该项目是关于图像增强,可以应用于增强指纹图像,以便调查可以以更好的方式向前移动,即通过帮助在指纹匹配期间识别指纹的所有者。为此,使用特定的图像增强技术来实现更好的结果。使用直方图规范,其中有两个参数k_1和k_2,其可用于修改指纹图像的亮度和对比度。

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