Interpolation Specific Resolution Synthesis

We introduce a new approach to resolution synthesis which is specifically matched to the interpolation problem. This is achieved by explicitly aligning classification and subsequent interpolation activities with image models conducive to interpolation. Our image models are pre-determined rather than discovered and represent a range of edges of arbitrary orientation, profile and relative position. We demonstrate superior interpolation outcomes compared to statistical classification based resolution synthesis.