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US Patent 9311897 Convergent matrix factorization based entire frame image processing

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Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
9311897
Patent Inventor Names
Venkatesh K. Subramanian2
Preeti Dubey2
Date of Patent
April 12, 2016
Patent Application Number
13264712
Date Filed
February 9, 2011
Patent Citations Received
‌
US Patent 11947622 Pattern change discovery between high dimensional data sets
1
Patent Primary Examiner
‌
Ming Hon
Patent abstract

Drive signals for a display device may be generated using Separable Non-negative Matrix Series Representation (SNMSR) of source image data and applying a nonnegative matrix factorization (NNMF) process to source image data to generate approximation image data (Ii), partial sum image data (Pi) and residue image data (Ji). Iteratively, NNMF may be applied to Ji such that subsequent Ii and Ji may be generated, where each Ii can be associated with a corresponding sub-frame image. At each iteration, the Ii may be sent to the display buffer for selective activation of multiple row and column drivers during a single sub-frame interval. At each iteration, a determination may be made if a predetermined criterion is satisfied. The iterations may be terminated and the series truncated when the predetermined criterion is satisfied. Integration of the sub-frame images displayed over a complete frame interval by human eye effectively corresponds to the source image.

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