A linear relationship (or linear association) is a statistical term used to describe the directly proportional relationship between a variable and a constant.

Ill-posed linear inverse problems appear in many image processing applications, such as deblurring, super-resolution and compressed sensing. Many restoration strategies involve minimizing a cost ...