Analysis of Local Binary Patterns and Uniform Local Binary Patterns for Palm Vein Biometric Recognition.


Palm vein recognition has emerged as a novelty highly invariant biometric technique that is difficult to forge due to their internal nature. In this work the texture descriptors Local Binary Patterns (LBP) and Uniform Local Binary Patterns (LBPU) are analyzed as feature extraction methods for biometric verification based on palm veins. Their performance and efficiency has been studied through a multivariate analysis including the impact of different wavelengths and the parameters of the texture descriptor number of neighboors and radio. CASIA Multi-Spectral Palmprint Image Database V1.0 has been used for the evaluation of the system.

Publication type: 
Published in: 
51st International Carnahan Conference on Security Technology. Madrid. España.
2153-0742. INSPEC Accession Number: 17416262
Publication date: 
October 2017
CeDInt Authors: 
Other Authors: 
Alicia Aglio-Caballero, Mª José Melcón