Kernel estimation from salient structure for robust motion deblurring

作者：

Highlights：

• A new structure selection method based on the image characteristics is proposed.

• A new kernel estimation model is proposed to preserve the sparsity and continuity of blur kernels.

• A simple edge-preserving latent image restoration model is proposed.

• State-of-the-art results have been achieved.

摘要

Highlights•A new structure selection method based on the image characteristics is proposed.•A new kernel estimation model is proposed to preserve the sparsity and continuity of blur kernels.•A simple edge-preserving latent image restoration model is proposed.•State-of-the-art results have been achieved.

论文关键词：Motion deblurring,Kernel estimation,Image restoration,Salient structures/edges

论文评审过程：Received 10 October 2012, Revised 6 May 2013, Accepted 6 May 2013, Available online 21 May 2013.

论文官网地址：https://doi.org/10.1016/j.image.2013.05.001