High Frequency Detail Accentuation in CNN Image Restoration
Given its nature of statistical inference, machine learning methods incline to downplay relatively rare events. But in many applications statistical outliers carry disproportional significance; they can, if being left without special treatment as of now, cause CNNs to perform unsatisfactorily on ins...
| Veröffentlicht in: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 15., Seite 8836-8846 |
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| Format: | Online-Aufsatz |
| Sprache: | English |
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2021
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society |
| Schlagworte: | Journal Article |
| Online verfügbar |
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