… finger, has high discriminability, making it an emerging promising biometric identifier. Effective
feature … This paper studies image local features induced by the phase congruency model, …

… features and also helps to cope with the illumination variations. The local orientation of random
knuckle … publically available finger knuckle database, the middle finger knuckle database …

… The ROI of finger knuckle image is divided into sub-blocks and from these sub-blocks
local feature information was derived and stored as local binary pattern for matching. …

… Hence, in this paper, we only take the local orientation as the local feature and make use of
the Gabor filter based CompCode [8], [18] scheme to extract and code it. Such an orientation …

… of the finger knuckle print recognition in this paper. Therefore, the global combined with local
feature extraction method was adopted in the finger knuckle print recognition in this paper. …

… The integration process of the three local features was performed using matching score …
in order to encode the local feature information of palm print and finger knuckle print images. In …

… In addition, there are varieties of recorded forensic images (figure 1, [13]) in which only
the finger dorsal features are available to establish the identity of a suspect. Automated or …

… a feature-level fusion of dorsal finger knuckle print with their regions major and minor
knuckle for personal recognition systems. The proposed system uses BSIF for feature extraction …

… The experimental results in this paper are also reported using 1D Log-Gabor filter based
localized feature extraction approach that exploits local phase information from the enhanced …

… such knuckle patterns as the second minor finger knuckle … It can be ascertained from these
ROCs that the local feature based … (figure 7) using local features for other further experiments …