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. Author manuscript; available in PMC: 2018 Jul 27.
Published in final edited form as: SIAM J Imaging Sci. 2017 Jul 27;10(3):1069–1103. doi: 10.1137/16M1058601

Fig. 9.

Fig. 9

Intensity-based segmentation results of the heart from an ultrasound image for the AMF model. Increased regularization captures increasingly consistent regions. Moderate to high regularization retains high probabilities of the blood pool while estimating low probabilities for the surroundings. Very large regularization yields ambiguous label probabilities throughout the complete image. Magenta contour indicates expert segmentation of the blood-pool, blue contour indicates the 0.5 probability isocontour of the AMF solution.