Browsing AI Memos (1959 - 2004) by Subject "belief propagation"

Now showing items 1-2 of 2

    • Learning object segmentation from video data 

      Ross, Michael G.; Kaelbling, Leslie Pack (2003-09-08)
      This memo describes the initial results of a project to create a self-supervised algorithm for learning object segmentation from video data. Developmental psychology and computational experience have demonstrated that the ...

    • Nonparametric Belief Propagation and Facial Appearance Estimation 

      Sudderth, Erik B.; Ihler, Alexander T.; Freeman, William T.; Willsky, Alan S. (2002-12-01)
      In many applications of graphical models arising in computer vision, the hidden variables of interest are most naturally specified by continuous, non-Gaussian distributions. There exist inference algorithms for discrete ...