Image super-resolution reconstruction is a technique to estimate a high-resolution image (or sequence) from a single image or an image sequence having slight difference and combating additive noise and blurring due to the finite detector size and optics. At the same time, it reduces the high cost and conquers the difficulty of enhancing the resolution.
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