Expansion image of high definition using Total Variation regularization filter and shock filter

Abstract

Total Variation regularization technique (TV) which preventing degradation while retaining the edges is the most effective method among the conventional super-resolution technique. However, a large computational cost is a problem. In this paper, While maintaining image quality equivalent to or greater than by combining the shock filter and try to reduce the processing time.