压缩非接触式多视图指纹

Nelson C. Francisco, A. Zaghetto, B. Macchiavello, E. Silva, M. Lima-Marques, Nuno M. M. Rodrigues, S. Faria
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引用次数: 4

摘要

近年来,非接触式多视点指纹识别技术被提出,作为克服传统接触式指纹识别系统固有问题的一种替代方案。然而,这类信号的压缩还没有得到充分的评估和标准化。本文比较了WSQ、JPEG2000、H.264/AVC和MMP等编码器处理该数据的性能。实验结果表明,WSQ编码器是目前基于接触指纹的压缩标准,客观上优于其他编码器。特别是MMP,它取得了最好的结果,比WSQ的性能高出4 dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Compression of touchless multiview fingerprints
Recently, touchless multiview fingerprinting technology has been proposed as an alternative to overcome the intrinsic problems of traditional contact-based systems. Nevertheless, compression of this kind of signal has not been fully evaluated and standardized. This paper investigates the comparative performance of several encoders for this data, namely WSQ, JPEG2000, H.264/AVC and MMP. Experimental results show that WSQ encoder, which is the current compression standard for contact-based fingerprints, is objectively outperformed by all others. In particular, MMP, which achieved the best results, outperforms WSQ by up to 4 dB.
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