基于LBP和不同表示的掌纹识别

Yang Zhao, Wei Jia, Rongxiang Hu, Jie Gui
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引用次数: 8

摘要

本文提出了一种基于局部二值模式和局部三值模式的掌纹识别方法。在我们的方法中,LBP或LTP描述符应用于由修正有限氡变换(MFRAT)提取的掌纹的能量或方向表示。基于香港理工大学掌纹数据库的实验结果表明,该方法比其他基于LBP的方法具有更高的识别率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Palmprint Identification Using LBP and Different Representations
In this paper, a new Local Binary Pattern (LBP) and Local Ternary Pattern (LBP) based palmprint identification method is proposed. In our method, LBP or LTP descriptor is applied to the energy or direction representations of palmprint extracted by the modified finite radon transformation (MFRAT). Experimental results obtained from the Hong Kong Polytechnic University (PolyU) Palmprint Database demonstrate that the proposed method has higher identification rates than other LBP based methods.
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