Real-World Image Denoising with Deep Boosting
We propose a Deep Boosting Framework (DBF) for real-world image denoising by integrating the deep learning technique into the boosting algorithm. The DBF replaces conventional handcrafted boosting units by elaborate convolutional neural networks, which brings notable advantages in terms of both perf...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 42(2020), 12 vom: 01. Dez., Seite 3071-3087
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| 1. Verfasser: |
Chen, Chang
(VerfasserIn) |
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| Weitere Verfasser: |
Xiong, Zhiwei,
Tian, Xinmei,
Zha, Zheng-Jun,
Wu, Feng |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2020
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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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