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Bannore V. Iterative-Interpolation Super-Resolution Image Reconstruction

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Bannore V. Iterative-Interpolation Super-Resolution Image Reconstruction
Berlin: Springer, 2009. - 120 p.
In this research, a novel and innovative, hybrid reconstruction scheme has been proposed for super-resolution reconstruction which addresses the issue of maintaining an optimum balance between improving spatial resolution and keeping the computational time low. The proposed fast reconstruction scheme is referred to as Iterative-Interpolation Super-Resolution (IISR). It is based on interpolation and subsequent iterative improvements of the reconstructed image to generate a high-resolution image from a sequence of geometrically warped, aliased and under-sampled, lowresolution frames. A mathematical basis for the proposed scheme is also provided. The IISR technique utilizes a relatively small number of low-resolution images, as low as 10, to generate the high-resolution image and is relatively inexpensive computationally.
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