Among a lot of proposals for super resolution image reconstruction, the total variation (TV) regularization method is one of the most successful approach with sharp edge preservation and no artifacts. However, the TV regularization method has a disadvantage of a long computational time. In this paper, we propose a fast super-resolution method and examine this system to apply to high-definition television signal by implementing on a CELL Processor.
