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Blind Image Deblurring

2 papers with code · Computer Vision
Subtask of Deblurring

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Learning Deep Gradient Descent Optimization for Image Deconvolution

10 Apr 2018donggong1/learn-optimizer-rgdn

Extensive experiments on synthetic benchmarks and challenging real-world images demonstrate that the proposed deep optimization method is effective and robust to produce favorable results as well as practical for real-world image deblurring applications.

BLIND IMAGE DEBLURRING IMAGE DECONVOLUTION

Efficient Blind Deblurring under High Noise Levels

19 Apr 2019kidanger/high-noise-deblurring

In this work, we first show that current state-of-the-art kernel estimation methods based on the $\ell_0$ gradient prior can be adapted to handle high noise levels while keeping their efficiency.

BLIND IMAGE DEBLURRING DENOISING