Abstract: Image inpaiting is the process of reconstructing or modifying the deteriorated or damage part of the image, just like in world of museum or valuable paintings the process of the inpainting is done by skill expert conservator. This inpainting process is focuses on to reduce the computational complexity of image structures. In this paper we introduced two algorithms that is diffusion based and super resolution algorithm. By comparing two algorithms we concluded that the super resolution algorithm is more superior than the diffusion based algorithm in the cases of clarity and time. In one survey, the innovative Digital photography is changing the way we communicate, socialize, and document events around us but they face some problem like blur image or some damaged part in the valuable image so it is need some new application software that help to solve these problems hence in this paper we introduced SR algorithms.

Keywords: Image inpainting, Blur image, Diffusion based algorithm, SuperResolution algorithm.