278 search results - page 1 / 56 » A Generative Model for Image Segmentation Based on Label Fus... |
142
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TMI
2010
14 years 9 months ago
2010
We propose a nonparametric, probabilistic model for the automatic segmentation of medical images, given a training set of images and corresponding label maps. The resulting inferen...
123
Voted
CVPR
2011
IEEE
14 years 11 months ago
2011
IEEE
Automatic segmentation using multi-atlas label fusion has been widely applied in medical image analysis. To simplify the label fusion problem, most methods implicitly make a stron...
122
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ICIP
2000
IEEE
15 years 6 months ago
2000
IEEE
Wavelet-domain hidden Markov tree (HMT) model has been recently proposed and applied to image processing, e.g., image segmentation. A new multiscale image segmentation method, cal...
190
Voted
CVPR
2012
IEEE
13 years 4 months ago
2012
IEEE
Label fusion strategies are used in multi-atlas image segmentation approaches to compute a consensus segmentation of an image, given a set of candidate segmentations produced by r...
156
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IPMI
2011
Springer
14 years 5 months ago
2011
Springer
Multi-atlas based segmentation has been applied widely in medical image analysis. For label fusion, previous studies show that image similarity-based local weighting techniques pro...