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Med Image Anal. 1997 Sep;1(4):331-41.

Interactive live-wire boundary extraction.

Author information

1
Department of Computer Science, Brigham Young University, Provo, UT 84602, USA. barrett@cs.byu.edu

Abstract

Live-wire segmentation is a new interactive tool for efficient, accurate and reproducible boundary extraction which requires minimal user input with a mouse. Optimal boundaries are computed and selected at interactive rates as the user moves the mouse starting from a manually specified seed point. When the mouse position comes into the proximity of an object edge, a 'live-wire' boundary snaps to, and wraps around the object of interest. The input of a new seed point 'freezes' the selected boundary segment and the process is repeated until the boundary is complete. Two novel enhancements to the basic live-wire methodology include boundary cooling and on-the-fly training. Data-driven boundary cooling generates seed points automatically and further reduces user input. On-the-fly training adapts the dynamic boundary to edges of current interest. Using the live-wire technique, boundaries are extracted in one-fifth of the time required for manual tracing, but with 4.4 times greater accuracy and 4.8 times greater reproducibility. In particular, interobserver reproducibility using the live-wire tool is 3.8 times greater than intraobserver reproducibility using manual tracing.

PMID:
9873914
DOI:
10.1016/s1361-8415(97)85005-0
[Indexed for MEDLINE]

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