Supervision by Denoising
Learning-based image reconstruction models, such as those based on the U-Net, require a large set of labeled images if good generalization is to be guaranteed. In some imaging domains, however, labeled data with pixel- or voxel-level label accuracy are scarce due to the cost of acquiring them. This...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2023) vom: 28. Juli
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| 1. Verfasser: |
Young, Sean I
(VerfasserIn) |
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| Weitere Verfasser: |
Dalca, Adrian V,
Ferrante, Enzo,
Golland, Polina,
Metzler, Christopher A,
Fischl, Bruce,
Iglesias, Juan Eugenio |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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