STAPLE_General

STAPLE_General_Array RC ()

IACL.Labeling.STAPLE

[edu.jhu.ece.iacl.plugins.labeling.staple.MedicAlgorithmSTAPLEgeneral]

Description

STAPLE - Simultaneous Truth and Performance Level Estimation applied to a general array.

Notes

STAPLE - Simultaneous Truth and Performance Level Estimation applied to a general array.Given a number of labelings, STAPLE returns membership functions of the Truth. This implementation requires only that the input objects be a collection of double arrays. The ith element of all input arrays should be in correspondence. Note that, because there is no implied relationship between points in these arrays, no regularization can be applied

Inputs

Name	Default	Type	File Extension	Description
Rater Data		FileCollection	-	Rater Data
Initialization Type	Performance	Option Performance	-	Initialization Type
Max Delta for Convergence	1.0E-5	Double	-	Max Delta for Convergence
Max Iterations	25	Integer	-	Max Iterations
Output Label Probabilities?	false	Boolean	-	Output Label Probabilities?

Outputs

Name	Type	File Extension	Description
Truth Estimates (Optional)	FileCollection	-	Truth Estimates
Label Array	Object	txt	Label Array
PerformanceLevels	Object	null	PerformanceLevels
Execution Time	Performance	-	Execution Time

Authors

John Bogovic (bogovic@jhu.edu) http://putter.ece.jhu.edu/John

Citations

Warfield SK, Zou KH, Wells WM, "Simultaneous Truth and Performance Level Estimation (STAPLE): An Algorithm for the Validation of Image Segmentation" IEEE TMI 2004; 23(7):903-21

Last modified by VANDERBILT\landmaba on Thu, 21 Jan 2010 14:27:27 CST