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SR Non-Uniform Interpolation

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Alternative: Assume Analytic Prior<br />

(Michaeli & Eldar SSP’09)<br />

> Derive optimal filter based on priors<br />

> Assume prior knowledge on<br />

Image spectrum<br />

Sampling kernel (PSF)<br />

Noise statistics<br />

LR image displacement<br />

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Michaeli & Eldar SSP’09 (cont.)<br />

Continuous Signal Image<br />

Estimated HR Image<br />

Blurred with PSF kernel<br />

Displacement and Sampling<br />

(LR Images)<br />

slide 15<br />

slide 16

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