2results about How to "Short runtime" patented technology

This invention discloses a rendering optimization method, program product, and storage medium based on frame interpolation and super-resolution. The method includes: acquiring an optimized super-resolution rendering frame at time t as a first rendering frame, and acquiring a low-resolution rendering frame at time t+1 in the frame display sequence as a second rendering frame; reprojecting the first rendering frame and the upsampled second rendering frame to an intermediate frame time and correcting them together to obtain corrected data for a high-resolution intermediate frame; reprojecting the features of the first and second rendering frames to the intermediate frame time and combining them with the features of the corrected data for the high-resolution intermediate frame to reconstruct a super-resolution intermediate rendering frame; reprojecting the first rendering frame to the time of the second rendering frame and correcting it together with the upsampled second rendering frame to obtain corrected data for the second rendering frame; extracting features from the corrected data for the second rendering frame; and reconstructing the super-resolution rendering frame at time t+1 based on the features of the corrected data for the second rendering frame and the features of the second rendering frame. This invention has a short running time and good rendering effect.

This invention discloses a method and system for binocular image super-resolution reconstruction based on cross-scale disparity prior, comprising: S1: acquiring the original left feature map and the original right feature map corresponding to the low-resolution left and right binocular images; S2: using a binocular attention module to perform cross-view interaction on the original left feature map and the original right feature map respectively, to obtain the interacted left feature map and the interacted right feature map; S3: inputting the interacted left feature map and the interacted right feature map into the cross-scale disparity attention module, and fusing them to obtain an aggregated feature map; S4: inputting the aggregated feature map into a cascaded dynamic upsampling reconstruction network to obtain the reconstructed super-resolution binocular image. This invention can fully utilize disparity information and obtain more realistic and higher-quality super-resolution images in a shorter running time.