Machine-learned contours to assist boundary tracing tasks

Abstract

The authors' focus is to assist interactively in the initial segmentation of medical imagery. In near-real-time, from an initial set of pixels traced, the authors' system learns the characteristics of a contour being traced and projects ahead the trace. This paper provides an overview of their approach, presents promising results, and outlines their research directions.