Improved image deblurring based on salient-region segmentation

作者：

Highlights：

• We propose to segment the salient regions in the image and use a corresponding compensate method for image deblurring.

• We also propose a PDE-based deblurring method which introduces an anisotropic Partial Differential Equation (PDE) model for latent image prediction.

• We employ an adaptive optimization model in the kernel estimation and deconvolution steps.

摘要

•We propose to segment the salient regions in the image and use a corresponding compensate method for image deblurring.•We also propose a PDE-based deblurring method which introduces an anisotropic Partial Differential Equation (PDE) model for latent image prediction.•We employ an adaptive optimization model in the kernel estimation and deconvolution steps.

论文关键词：Image deblurring,Salient-region segmentation,Motion deblurring

论文评审过程：Received 9 December 2012, Revised 11 July 2013, Accepted 18 July 2013, Available online 24 July 2013.

论文官网地址：https://doi.org/10.1016/j.image.2013.07.004