Partial Convolution for Padding, Inpainting, and Image Synthesis
Partial convolution weights convolutions with binary masks and renormalizes on valid pixels. It was originally proposed for image inpainting task because a corrupted image processed by a standard convolutional often leads to artifacts. Therefore, binary masks are constructed that define the valid an...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 5 vom: 26. Mai, Seite 6096-6110
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| 1. Verfasser: |
Liu, Guilin
(VerfasserIn) |
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| Weitere Verfasser: |
Dundar, Aysegul,
Shih, Kevin J,
Wang, Ting-Chun,
Reda, Fitsum A,
Sapra, Karan,
Yu, Zhiding,
Yang, Xiaodong,
Tao, Andrew,
Catanzaro, Bryan |
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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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