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Sep, 2017
深度生成滤波器用于运动去模糊
Deep Generative Filter for Motion Deblurring
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Sainandan Ramakrishnan, Shubham Pachori. Aalok Gangopadhyay, Shanmuganathan Raman
TL;DR
本文提出了一种新颖的基于生成对抗网络（GAN）的深度滤波器，其与全局跳跃连接和密集结构相集成，以解决由于相机和物体之间的相对运动引起的运动模糊问题。在不需要进行模糊核估计的情况下，我们的模型显著减少了测试时间，证明了该方法在定量和定性上均胜过现有的盲去模糊算法，具有实际应用前景。
Abstract
Removing blur caused by
camera shake
in images has always been a challenging problem in computer vision literature due to its ill-posed nature.
motion blur
caused due to the relative motion between the camera and
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