Deblurring of motion blurred images using histogram of oriented gradients and geometric moments

作者：

Highlights：

• Estimation of PSF using Histogram of Oriented Gradients and image statistics is proposed.

• Formulation of motion blurred image in moment domain is proposed.

• Restoration of the motion blurred images in moment domain is performed.

• The advantage of using moment domain is fast convergence and robust to the variations in the estimated parameters of the PSF.

摘要

Highlights•Estimation of PSF using Histogram of Oriented Gradients and image statistics is proposed.•Formulation of motion blurred image in moment domain is proposed.•Restoration of the motion blurred images in moment domain is performed.•The advantage of using moment domain is fast convergence and robust to the variations in the estimated parameters of the PSF.

论文关键词：Image deblurring,Histogram of oriented gradients,Geometric moments

论文评审过程：Received 10 November 2016, Revised 23 March 2017, Accepted 23 March 2017, Available online 27 March 2017, Version of Record 5 April 2017.

论文官网地址：https://doi.org/10.1016/j.image.2017.03.016