Here, "temporal mean" is simply summing all images in the burst (no alignment). The third column sums the images after alignment. The right-most column, the final result is produced by a weighted sum of the aligned images, with a weight that is greater when the algorithm is confident about the quality of the alignment. (Intuition: downweight images that cannot be well aligned with the reference image)