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US Patent 7941004 Super resolution using gaussian regression

Patent 7941004 was granted and assigned to Nec Laboratories America, Inc. on May, 2011 by the United States Patent and Trademark Office.

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Patent abstract

A computer implemented technique for producing super resolution images from ordinary images or videos containing a number of images wherein a number of non-smooth low resolution patches comprising an image are found using edge detection methodologies. The low resolution patches are then transformed using selected basis of a Radial Basis Function (RBF) and Gaussian process regression is used to generate high resolution patches using a trained model. The high resolution patches are then combined into a high resolution image or video.

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