Abstract | ||
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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 |
Name | Order | Citations | PageRank |
---|---|---|---|
William R Crum | 1 | 448 | 32.49 |
O Camara | 2 | 254 | 14.77 |
Derek L G Hill | 3 | 2823 | 441.79 |