238 citations · 300 across the 16 of their papers we have counts for
3 papers · 1 filter
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…
Variational approach for spatial point process intensity estimation
Jean-François Coeurjolly, Jesper Møller
We introduce a new variational estimator for the intensity function of an inhomogeneous spatial point process with points in the -dimensional Euclidean space and observed within…
Frequentist and Bayesian inference for Gaussian-log-Gaussian wavelet trees, and statistical signal processing applications
Robert Dahl Jacobsen, Jesper Møller
We introduce new estimation methods for a sub-class of the Gaussian scale mixture models for wavelet trees by Wainwright, Simoncelli & Willsky that rely on modern results for compo…