Fingerprint Analysis with Marked Point Processes

Peter G. M. Forbes, Steffen Lauritzen, Jesper Møller

We present a framework for fingerprint matching based on marked point process models. An efficient Monte Carlo algorithm is developed to calculate the marginal likelihood ratio for…