Image restoration for single blurred image

A blind image restoration algorithm is proposed to deblur the camera-shake blurred image based on the variational Bayesian theory. Experimental results on the real blurred images, show that the algorithm can remove the camera-shake motion blur, and improve the algorithm's efficiency, while preserve the image edges and details well.