Deblurred image quality assesment

Hi,

Is there any non reference quality metric for deblurred images?

ie. We have a blurred image of a real scene. We do not have its ground truth of sharp image. We deblurred it. So, is there any quantitative analysis method to find the deblurred image quality without using a reference?

Answer 1

[Abhishek Kolla]

A no reference quality metric for defocus deblurred images can be done based on Natural Scene statistics . We extract both global and local distortions in spatial and frequency domain . A Support Vector Regression can be used to build a model for qualitative analysis