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US Patent 9538126 Super-resolution of dynamic scenes using sampling rate diversity

Patent 9538126 was granted and assigned to King Abdulaziz City for Science and Technology on January, 2017 by the United States Patent and Trademark Office.

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Patent
Patent

Patent attributes

Patent Applicant
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King Abdulaziz City for Science and Technology
Current Assignee
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King Abdulaziz City for Science and Technology
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
9538126
Patent Inventor Names
Andrew E. Yagle0
Faisal M. al-Salem0
Date of Patent
January 3, 2017
Patent Application Number
14559515
Date Filed
December 3, 2014
Patent Citations Received
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US Patent 11978179 Image upsampling and denoising by learning pairs of low-resolution dictionaries using a structured subspace model
0
Patent Primary Examiner
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Phuoc Tran
Patent abstract

Super-resolution of dynamic scenes using sampling rate diversity, processes and systems thereof are provided. The method implementing the processes includes: in a first stage, super-resolving secondary low-resolution (LR) images using a set of primary LR images to create LR dictionaries to represent polyphase components (PPCs) of high resolution (HR) patches of images; and, in a second stage, reverting to a single frame super-resolution (SR) applied to each frame which comprises an entire image, using the HR dictionaries extracted from the super-resolved sequence obtain in the first stage.

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