Patent ID: 9087390
Filing Date: 2015-07-21
Classification: G06T

Abstract:
1. A computer-implemented method, comprising: denoising an original image sequence to generate a denoised image sequence; generating an upsampled frame based on a denoised frame in the denoised image sequence, the original image sequence comprising a plurality of frames; generating a smoothed image sequence based on the denoised image sequence; determining a plurality of patches in the upsampled frame that is based on the denoised frame, each of the plurality of patches comprising a subset of image data in the upsampled frame; determining locations of a plurality of corresponding patches in a neighboring set of the plurality of frames in the smoothed image sequence that is based on the denoised image sequence, the neighboring set of the plurality of frames being determined from frames within a threshold number of frames before or after the upsampled frame; generating a plurality of high-frequency patches, each high-frequency patch being based on image data at the locations of the plurality of corresponding patches in the original image sequence, the locations derived from the corresponding patches in the denoised image sequence; and adding the plurality of high-frequency patches to the upsampled frame.