Bayesian Sparse Vector Autoregressive Switching Models with Application to Human Gesture Phase Segmentation

Beniamino Hadj-Amar, Jack Jewson, Marina Vannucci

We propose a sparse vector autoregressive (VAR) hidden semi-Markov model (HSMM) for modeling temporal and contemporaneous (e.g. spatial) dependencies in multivariate nonstationary…