Image data processing techniques for highly undersampled images

摘要

An exemplary method for processing undersampled image data includes: aligning an undersampled frame comprising image data to a reference frame; accumulating pixel values for pixel locations in the aligned undersampled frame; repeating the aligning and the accumulating for a plurality of undersampled frames; assigning the pixel values accumulated for the pixel locations in the aligned undersampled frames to closest corresponding pixel locations in an upsampled reference frame; and populating the upsampled frame with a combination of the assigned pixel values to produce a resulting frame of image data.