基于脊波变换的指纹压缩

A. Ouanane, A. Serir
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引用次数: 9

摘要

本文提出了利用块脊波变换进行压缩的概念。这种分析/合成指纹表示采用基元的形式,具有很高的方向灵敏度和高度的各向异性。这种为指纹定制的变换与量化的全局定向流相关联,提供了一种适合的定向脊结构表示。讨论了脊波压缩方案的设计与实现。为了评价该算法的性能,分别考虑了FCV2002、FCV2004和NIST指纹数据库。结果表明,该方法在指纹压缩中具有很大的潜力。
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Fingerprint Compression by Ridgelet Transform
In the present paper, a concept of compression using block ridgelet transform is introduced. This kind of analysis/synthesis fingerprint representation takes the form of basis elements which exhibit very high directional sensitivity and are highly anisotropic. This transform tailored for fingerprint, associated to a quantized global orientation flow provides a suit representation of the oriented ridges structure. The design and implementation of ridgelet compression scheme are discussed. In order to evaluate the performance of the algorithm, FCV2002, FCV2004 and NIST fingerprint databases have been considered. The results show that this method has a serious potential in fingerprint compression.
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