Multi-Frame Super-Resolution with No Explicit Motion Estimation.
Mehran Ebrahimi, Edward R. Vrscay · IPCV · 2008
We introduce a novel super-resolution scheme for multi-frame image sequences. Our method is closely associated with the recently developed “non-local-means denoising filter”. In the proposed algorithm, no explicit motion estimation is performed, unlike in many other methods. Our results are comparable, if not superior, to many existing approaches, especially in the case of low signal-to noise ratio.