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Your search keyword '"Probabilistic image segmentation"' showing total 2 results
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2 results on '"Probabilistic image segmentation"'

1. On the uncertainty in the segmentation of ultrasound images reconstructed with the total focusing method

Author

Simon Schmid, Haoyu Wei, and Christian U. Grosse

Subjects
Probabilistic image segmentation, Deep learning, Total focusing method, Ultrasound, Science, Technology
Abstract

Article Highlights This study uses neural networks to probabilistically segment TFM images and investigate uncertainty. The probabilistic U-Net outperforms other models, and high uncertainty is found in the shadow zone, reflections, and small defects. Three different defect types are investigated.

Published
2023
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