A random finite set conjugate prior and application to multi-target tracking

The objective of multi-object estimation is to simultaneously estimate the number of objects and their states from a set of observations in the presence of data association uncertainty, detection uncertainty, false observations and noise. This estimation problem can be formulated in a Bayesian frame...

Full description

Bibliographic Details
Main Authors: Vo, Ba Tuong, Vo, Ba-Ngu
Format: Conference Paper
Published: 2011
Online Access:http://hdl.handle.net/20.500.11937/55176