Title
Generalized Overlap Measures for Evaluation and Validation in Medical Image Analysis
Abstract
Measures of overlap of labelled regions of images, such as the Dice and Tanimoto coefficients, have been extensively used to evaluate image registration and segmentation algorithms. Modern studies can include multiple labels defined on multiple images yet most evaluation schemes report one overlap per labelled region, simply averaged over multiple images. In this paper, common overlap measures are...
Year
DOI
Venue
2006
10.1109/TMI.2006.880587
IEEE Transactions on Medical Imaging
Keywords
Field
DocType
Biomedical imaging,Image analysis,Image segmentation,Magnetic resonance imaging,Image registration,Testing,Fuzzy set theory,Magnetic analysis,Brain,Magnetic resonance
Brain segmentation,Computer vision,Pattern recognition,Sørensen–Dice coefficient,Segmentation,Image segmentation,Fuzzy set,Ground truth,Hausdorff distance,Artificial intelligence,Mathematics,Image registration
Journal
Volume
Issue
ISSN
25
11
0278-0062
Citations 
PageRank 
References 
119
6.02
24
Authors
3
Search Limit
100119
Name
Order
Citations
PageRank
William R Crum144832.49
O Camara225414.77
Derek L G Hill32823441.79