Browsing Computer Science and Artificial Intelligence Lab (CSAIL) by Subject "articulated tracking"
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Conditional Random People: Tracking Humans with CRFs and Grid Filters
(2005-12-01)We describe a state-space tracking approach based on a Conditional Random Field(CRF) model, where the observation potentials are \emph{learned} from data. Wefind functions that embed both state and observation into a space ...