System and method for upscaling low-resolution images
View Patent ↗A method is disclosed which may include providing an original image having an array of samples; defining a two-dimensional target image having a higher resolution than the original image; defining a splat in the target image for each of a plurality of samples in the array; and rendering the plurality of splats employing a graphics processor.
1. An apparatus, comprising:
a computing system having at least one CPU (Central Processing Unit) and at least one graphics processor, wherein said computing system is configured to:
provide an original image having an array of samples;
for each of the samples within a predefined sample margin of an outer edge of the original image, define each of the samples within the predefined sample margin as a splat in said target image;
render each of the samples defined as a splat employing the graphics processor and a splatting rendering technique resulting in edge splat samples;
for each of the samples outside the predefined sample margin of the outer edge of the original image, render an interior of the target image using bilinear interpolation resulting in interior samples;
combine the edge splat samples and the interior samples as the target image; and
present said target image comprised of each splat rendered using the splatting rendering technique and the interior of the target image rendered using the bilinear interpolation technique.
2. The apparatus of claim 1 , wherein the predefined sample margin is a 3-sample margin.
3. The apparatus of claim 1 , wherein the predefined sample margin is a 4-sample margin.
4. The apparatus of claim 1 wherein rendering each of the samples defined as a splat comprises calculating pixel values in said target image using a bicubic kernel.
5. The apparatus of claim 1 wherein rendering each of the samples defined as a splat comprises:
additively compositing texture images of each splat placed at respective centers of the original images and scaled by respective sample values of the images.