Dynamic Positional Trees for Structural Image Analysis

Amos J. Storkey, Christopher K. I. Williams

Abstract: Dynamic positional trees are a significant extension of dynamic trees, incorporating movable nodes. This addition makes sequence tracking viable within the model, but requires a new formulation to incorporate the prior over positions. The model is implemented using a structured variational procedure, and is illustrated on synthetic raytraced images and image sequences.