Information Fusion For Identity Verification

• Main Authors: Chetty, Girija, Singh, Monica
• Format: Text
• Language: English
• Published: Zenodo 2011
• Subjects: Biometrics; gait recognition; PCA; LDA; Eigenface; Fisherface; Multivariate Gaussian Classifier; Lopez; Melin; Pala; Vazquez; laptev
• Online Access: https://dx.doi.org/10.5281/zenodo.1077900; https://zenodo.org/record/1077900

In this paper we propose a novel approach for ascertaining human identity based on fusion of profile face and gait biometric cues The identification approach based on feature learning in PCA-LDA subspace, and classification using multivariate Bayesian classifiers allows significant improvement in re...