Filtering using a tree-based estimator

Within this paper a new framework for Bayesian tracking is presented, which approximates the posterior distribution at multiple resolutions. We propose a tree-based representation of the distribution, where the leaves define a partition of the state space with piecewise constant density. The advanta...

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Bibliographic Details
Main Authors: Stenger, B, Thayananthan, A, Torr, PHS, Cipolla, R
Format: Conference item
Language:English
Published: IEEE 2008