Finger-Knuckle-Print Verification Based on Band-Limited Phase-Only Correlation

This paper investigates a new automated personal authentication technique using finger-knuckle-print (FKP) imaging. First, a specific data acquisition device is developed to capture the FKP images. The local convex direction map of the FKP image is then extracted, based on which a coordinate system is defined to align the images and a region of interest (ROI) is cropped for feature extraction and matching. To match two FKPs, we present a BandLimited Phase-Only Correlation (BLPOC) based method to register the images and further to evaluate their similarity. An FKP database is established to examine the performance of the proposed method, and the promising experimental results demonstrated its advantage over the existing finger-back surface based biometric systems.

• Type: Conference
• Year: 2009
• Where: CAIP
• Authors: Lin Zhang, Lei Zhang, David Zhang
• Keywords: CAIP 2009, FKP Database, Fkp Image, Pattern Recognition, Personal Authentication Technique