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cs.CV2016
Adaptable Precomputation for Random Walker Image Segmentation and Registration
Shawn Andrews, Ghassan Hamarneh
The random walker (RW) algorithm is used for both image segmentation and registration, and possesses several useful properties that make it popular in medical imaging, such as bein…
cs.CV2015★ 18 cited
Multi-Region Probabilistic Dice Similarity Coefficient using the Aitchison Distance and Bipartite Graph Matching
Shawn Andrews, Ghassan Hamarneh
Validation of image segmentation methods is of critical importance. Probabilistic image segmentation is increasingly popular as it captures uncertainty in the results. Image segmen…