LIRA: Lifelong Image Restoration from Unknown Blended Distortions

Jianzhao Liu
Jianzhao Liu
Jianxin Lin
Jianxin Lin
Xin Li
Xin Li
Wei Zhou
Wei Zhou

european conference on computer vision, pp. 616-632, 2020.

Cited by: 0|Bibtex|Views10
Other Links: arxiv.org|academic.microsoft.com

Abstract:

Most existing image restoration networks are designed in a disposable way and catastrophically forget previously learned distortions when trained on a new distortion removal task. To alleviate this problem, we raise the novel lifelong image restoration problem for blended distortions. We first design a base fork-join model in which mult...More

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