Browsing CSAIL Digital Archive by Author "Demirdjian, David"

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    • Conditional Random People: Tracking Humans with CRFs and Grid Filters 

      Taycher, Leonid; Shakhnarovich, Gregory; Demirdjian, David; Darrell, Trevor (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 ...