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首页> 外文期刊>International Journal of Scientific & Technology Research >Fingerprint Image Enhancement And Its Feature Extraction For Recognition
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Fingerprint Image Enhancement And Its Feature Extraction For Recognition

机译:指纹图像增强及其特征提取

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摘要

Fingerprint recognition is one of the most popular and successful methods used for person identification, which takes advantage of the fact that the fingerprint has some unique characteristics called minutiae; which are points where a curve track finishes, intersect with other track or branches off. A critical step in studying the statistics of fingerprint minutiae is to reliably extract minutiae from the fingerprint images. However, fingerprint images are rarely of perfect quality. They may be degraded and corrupted due to variations in skin and impression conditions. Thus, image enhancement techniques are employed prior to minutiae extraction to obtain a more reliable estimation of minutiae locations. The goal of this paper is to represent a complete process of fingerprint feature extraction for minutiae matching.
机译:指纹识别是用于人识别的最流行,最成功的方法之一,它利用了指纹具有某些独特特征(称为细节)的事实。曲线轨迹结束点,与其他轨迹相交或分支的点。研究指纹细节的统计数据的关键步骤是从指纹图像中可靠地提取细节。然而,指纹图像很少具有完美的质量。由于皮肤和压印条件的变化,它们可能会退化和损坏。因此,在细节提取之前采用图像增强技术以获得细节位置的更可靠估计。本文的目的是代表指纹特征提取的完整指纹特征提取过程。

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