2012 · 73 citations · 22 references
ComputingAnatomyNeuroscienceAuthenticationComputer VisionEye MovementsBehavioral AuthenticationBiometric AuthenticationBiometricsEye Movement AnalysisOculomotor ControlVisual SystemAnatomical StructureBiometric FusionEye Movement BiometricsMathematical RepresentationMultimodal Biometric AuthenticationOcular BiometricsOculomotor PhysiologyOculomotor Plant
A novel biometrics approach that performs authentication via the internal non-visible anatomical structure of an individual human eye is proposed and evaluated. To provide authentication, the proposed method estimates the anatomical characteristics of the oculomotor plant (comprising the eye globe, its muscles and the brain's control signals). The estimation of the oculomotor plant characteristics (OPC) is achieved by analyzing the recorded eye movement trajectories via a 2D linear homeomorphic mathematical representation of the oculomotor plant. The derived OPC allow authentication via various statistical methods and information fusion techniques. The proposed authentication method yielded Half Total Error Rate of 19% for a pool of 59 recorded subjects in the best case. The OPC biometric authentication has high counterfeit resistance potential, because it includes both behavioral and physiological human attributes that are hard to reproduce.
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Statistical Principles in Experimental Design
Paul E. Green, B. J. WINER, Donald R. Brown et al. · Journal of Marketing Research · 1992 · 4.4K citations
The Generalization of Student's Ratio
Harold Hotelling · The Annals of Mathematical Statistics · 1931 · 1.5K citations · Full text