A genetic algorithm optimizes serial number recognition parameters for paper sheet images, improving accuracy while reducing manual tuning time.
A unified bill acceptor and communications path lets automated machines handle real-time cash and mobile payments through one control flow.
Separated light-receiving lenses prevent overlap and missing pixels while extending working distance, depth of field, and resolution.
Artificial soil patterns with defined optical properties replace manual note selection, enabling reproducible banknote sorter calibration.
Microlenses over sub-lens printed image elements create flip and 3D effects in transparent document windows, strengthening visual and machine verification.
Randomly embedded light-scattering particles create unique optical patterns that make item identifiers hard to forge and verify.
A mixed luminescent marker uses linear fitting of decay curves to speed security document authentication while preserving identification accuracy.
An elastic deflector guides banknotes into steady sensor contact, reducing assembly sensitivity and failures from tolerances or debris.
High-frequency verification triggers an embedded actuator only after valid signal checks, making document authentication visible and harder to counterfeit.
Phosphorescent markings create spectral and decay-time signatures that a smartphone camera can capture for low-cost product authentication.
Periodic TMR sensor activation synchronized to document travel improves magnetic authentication accuracy, speed, and energy use.
Multispectral sensing with onboard light sources reveals hidden document security features and helps distinguish authentic from counterfeit articles.
Silica polycondensation immobilizes DNA tracers in surface indentations, enabling durable item authentication and reliable quantification.
Near-infrared absorbing layers enable invisible printed codes that stay visually unobtrusive while improving recognition stability.
A reference-medium velocity correction compensates luminescence distortion at high document transport speeds for accurate value document verification.
Two-stage optical testing screens impurities before feature application, then verifies security features to cut waste and protect counterfeit resistance.
Merging opposite document edge areas reconstructs complete anti-counterfeit patterns, improving authentication accuracy on deformed copies.
Two ROI images under ambient light and flash use SSIM and color transitions to verify DOVIDs reliably on curved, reflective surfaces.
Magnetically aligned reflective platelets on a surface of revolution create distinct reflections on different rotation axes, making counterfeits harder to mimic.