Systems and methods for encoder-guided adaptive-quality rendering
Systems and methods for improving computer technology related to the rendering and encoding of images are disclosed, preferably for use in a video-game environment. In certain embodiments, a codec is used to encode one or more reference images for a partial range of encoder settings and a renderer is used to generate one or more rendering quality-settings profiles, generate one or more reference images, calculate perceived qualities for each of the one or more reference images, re-render the one or more reference images for each of the one or more rendering quality-setting profiles, and calculate perceived qualities for each of the one or more re-rendered reference images. The renderer compares the perceived qualities of the reference images to the perceived qualities of the re-rendered images and matches them. Those matches result in an association of one or more encoder settings with their matching rendering quality-settings profiles into a look-up table. The lookup table is used to generate a rendered image at a substantially identical perceived quality to an encoded frame during gameplay.
1. A computer-implemented method for rendering, comprising the steps of:
generating one or more reference images;
encoding the one or more reference images for a partial range of encoder settings;
comparing, for each encoded reference image, one or more first perceived qualities to one or more second perceived qualities, wherein a match between one or more first perceived qualities and the one or more second perceived qualities results in an association of one or more encoder settings with a matching rendering quality-settings profile; and
generating a rendered image at a substantially identical perceived quality to an encoded frame.
2. The computer-implemented method of claim 1 , wherein the steps of the method are performed at a renderer or a codec.
3. The computer-implemented method of claim 2 , wherein the renderer may have several settings available for per-pixel-quality control including screen resolution, mipmap selection, level-of-detail (LOD) selection, shadow quality, and post-processing quality.
4. The computer-implemented method of claim 1 , wherein the quality-settings profiles are defined as a list of values for each available quality setting.
5. The computer-implemented method of claim 1 , further comprising the step of optimizing the quality-settings profiles.
6. The computer-implemented method of claim 5 , wherein quality-settings profiles are optimized using a decision tree to programmatically narrow down probability space.
7. The computer-implemented method of claim 1 , wherein quality-settings profiles are stored in one or more lookup tables.