Elizabeth Clarke

Anomaly detection in unstructured environments using Bayesian nonparametric scene modeling

This paper explores the use of a Bayesian nonparametric topic modeling technique for the purpose of anomaly detection in video data. We present results from two experiments. The first experiment shows that the proposed technique is automatically able characterize the underlying terrain, and detect a