A finger-knuckle-print recognition algorithm using phase-based local block matching

Shoichiro Aoyama; Koichi Ito; Takafumi Aoki

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A finger-knuckle-print recognition algorithm using phase-based local block matching

机译：使用基于相位的局部块匹配的指关节指纹识别算法

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摘要

This paper proposes a Finger-Knuckle-Print (FKP) recognition algorithm using Band-Limited Phase-Only Correlation (BLPOC)-based local block matching. The phase information obtained from 2D Discrete Fourier Transform (DFT) of images contains important information of image representation. The phase-based image matching, especially BLPOC-based image matching, is successfully applied to image recognition tasks for biometric recognition applications. To calculate the matching score, the proposed algorithm corrects the global and local deformation between FKP images using phase-based correspondence matching and the BLPOC-based local block matching, respectively. Experimental evaluation using the PolyU FKP database demonstrates the efficient recognition performance of the proposed algorithm compared with the state-of-the-art conventional algorithms.

机译：本文提出了一种基于频带有限的仅相位相关（BLPOC）的局部块匹配指纹指印（FKP）识别算法。从图像的2D离散傅里叶变换（DFT）获得的相位信息包含图像表示的重要信息。基于阶段的图像匹配，尤其是基于BLPOC的图像匹配，已成功应用于生物识别应用的图像识别任务。为了计算匹配分数，所提出的算法分别使用基于相位的对应匹配和基于BLPOC的局部块匹配来校正FKP图像之间的整体和局部变形。与最新的传统算法相比，使用PolyU FKP数据库进行的实验评估证明了所提出算法的有效识别性能。

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来源
《Information Sciences: An International Journal》 |2014年第ep期|共12页
作者
Shoichiro Aoyama; Koichi Ito; Takafumi Aoki;
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正文语种 eng
中图分类自动信息理论;
关键词
Finger-knuckle-print; Biometric; Phase-only correlation; Local block matching;

机译：指关节指纹;生物识别;仅相位相关;局部块匹配;

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1. A finger-knuckle-print recognition algorithm using phase-based local block matching [J] . Shoichiro Aoyama, Koichi Ito, Takafumi Aoki Information Sciences: An International Journal . 2014,第EP期

机译：使用基于相位的局部块匹配的指关节指纹识别算法
2. FINGER-KNUCKLE-PRINT RECOGNITION VIA ENCODING LOCAL-BINARY-PATTERN [J] . ZAHRA S. SHARIATMADAR, KARIM FAEZ Journal of circuits, systems and computers . 2013,第6期

机译：通过编码本地二进制模式的手指指纹识别
3. Encoding local image patterns using Riesz transforms: With applications to palmprint and finger-knuckle-print recognition [J] . Lin Zhang, Hongyu Li Image and Vision Computing . 2012,第12期

机译：使用Riesz变换编码局部图像模式：适用于掌纹和指关节指纹识别的应用程序
4. Finger-Knuckle-Print Recognition Using BLPOC-Based Local Block Matching [C] . Shoichiro Aoyama, Koichi Ito, Takafumi Aoki 2011 First Asian conference on pattern recognition . 2011

机译：使用基于BLPOC的局部块匹配进行指关节指纹识别
5. Image pattern recognition using phase-based local features and their flexible spatial configuration. [D] . Carneiro, Gustavo Henrique Monteiro de Barros. 2004

机译：使用基于相位的局部特征及其灵活的空间配置进行图像模式识别。
6. A block matching-based registration algorithm for localization of locally advanced lung tumors [O] . Scott P. Robertson, Elisabeth Weiss, Geoffrey D. Hugo -1

机译：基于块匹配的配准算法来定位局部晚期肺肿瘤
7. A fingerprint recognition algorithm combining phase-based image matching and feature-based matching [O] . Koichi Ito, Takafumi Aoki, Koji Kobayashi, 2006

机译：一种结合基于相位的图像匹配和基于特征的匹配的指纹识别算法
8. Matching Algorithms and Feature Match Quality Measures for Model-Based Object Recognition with Applications to Automatic Target Recognition [R] . Keller, M. G. 1999

机译：基于模型的目标识别的匹配算法和特征匹配质量测量及其在自动目标识别中的应用

A finger-knuckle-print recognition algorithm using phase-based local block matching

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