reFine presents a new technique for performing selective sharpening, detail enhancement, edge aware smoothing, cartoon and pencil effects. Using high-quality edge preserving filtering of still and moving images, there are considerable speedups and memory savings over existing methods. Our approach decomposes the image into three detail layers: Coarse, medium and fine. Each of the detail layers can be manipulated separately in various ways, for instance, sharpening or smoothing. Add to that sophisticated, but easy to use masking and you have quick isolation of image features for selective filtering.