TL;DR本文基于近期提出的深度图像先验方法 deep image prior，在图像去卷积中引入 kernel 先验方法，实验结果表明，该方法有助于提高学习无关的图像去卷积的性能，以 PSNR 和视觉效果为标准进行了六个标准测试图像的实验。
Abstract
image deconvolution is the process of recovering convolutional degraded images, which is always a hard inverse problem because of its mathematically ill-posed property. On the success of the recently proposed deep image