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Oct, 2020
Noise2Same: 优化自监督约束用于图像去噪
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising
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Yaochen Xie, Zhengyang Wang, Shuiwang Ji
TL;DR
本文提出了一种新的自监督去噪框架 Noise2Same,不需要 J-不变性或额外的噪声模型信息,可在更广泛的去噪应用中使用,实验证明 Noise2Same 在去噪性能和训练效率方面显著优于以往的自监督去噪方法。
Abstract
self-supervised
frameworks that learn
denoising
models with merely individual noisy images have shown strong capability and promising
performance
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