In PDE image restoration problems, one has to invert operators which is a s
um of a blurring operator and an elliptic operator with highly varying coef
ficient. We present a preconditioner for such operators, which can be used
with the conjugate gradient (CG) method, and compare it with Vogel and Oman
's product preconditioner.