High-resolution image sequence interpolation

Image interpolation is widely used in various image processing applications. We propose a novel image sequence interpolation technique using a spatio-temporal processing, which can magnify an image with higher resolution than conventional methods. The proposed algorithm is also shown to efficiently reduce noise by using motion compensated temporal filtering.