Parametric Inference for Marked Point Processes in Image Analysis

Radu S. Stoica (1, 2) , Florent Chatelain (3) , Marc Sigelle (4)

1 LPP - Laboratoire Paul Painlevé - UMR 8524
2 IMCCE - Institut de Mécanique Céleste et de Calcul des Ephémérides
3 GIPSA-SAIGA - GIPSA - Signal et Automatique pour la surveillance, le diagnostic et la biomécanique
4 LTCI - Laboratoire Traitement et Communication de l'Information

The algorithms for sampling and optimizing the marked point process models as well as for estimating parameters are reviewed. Some applications, covering remote sensing images, are detailed.

Domaines: Traitement du signal et de l'image [eess.SP]; Traitement du signal et de l'image [eess.SP]

Radu S. Stoica, Florent Chatelain, Marc Sigelle. Parametric Inference for Marked Point Processes in Image Analysis. X. Descombes. Stochastic Geometry for Image Analysis, Wiley, pp.113-159, 2012, Digital Signal and Image Processing Series. ⟨hal-00796020⟩