Part of Advances in Neural Information Processing Systems 9 (NIPS 1996)
Andrew Blake, Michael Isard
The power of sampling methods in Bayesian reconstruction of noisy signals is well known. The extension of sampling to temporal prob(cid:173) lems is discussed. Efficacy of sampling over time is demonstrated with visual tracking.