基于灰色编码技术的掌纹与掌纹特征融合人脸识别

Mr. Namdeo D. Kapale, Dr. Kyatanavar D. N.
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引用次数: 0

摘要

提出了一种有效的双峰掌纹和掌纹生物识别方法。掌纹是指手掌表面由主线、皱纹、脊线组成的外部生物识别线,手掌静脉是手掌表面以下线条的结构。对于个体来说,这些模式是独特的、稳定的,它们为个体识别提供了大量重要的信息。使用Sobel算子和灰色编码技术提取两种模态的特征。提出的框架在CASIA多光谱数据库上进行了严格的检验,并采用决策级和特征级融合技术实现了最佳FAR 0.0047 &FRR 0.050。所提出的图像融合技术比个体生物特征识别性能有所提高。
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A Fusion of Palm Print and Palm Vein Features for Person Identification Using Grey Coding Technique
An effective bimodal palm print and palm vein biometric person recognition method is suggested in this paper. Palm print is referred to as the external biometric line comprising main lines, wrinkles, and ridges on the palm surface and the palm vein is the structure of the lines below the palm surface. For individuals, these patterns are unique, stable and they provide enormous important information for person identification. The features of both modalities are extracted using a Sobel operator and grey code encoding techniques. The suggested framework is rigorously checked on the CASIA multispectral database and uses decision level and feature level fusion techniques to achieve the best FAR 0.0047 & FRR 0.050. The Proposed image fusion technique results in performance improvement than the individual biometric identification.
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