Sudderth, Erik B.; Ihler, Alexander T.; Freeman, William T. - 2002
In many applications of graphical models arising in computer vision, the hidden variables of interest are most … exploit the rich structure of the graphical models describing many vision problems. Drawing on ideas from regularized particle … representations. Thus, NBP extends particle filtering methods to the more general vision problems that graphical models can describe …