Ultra-high compression of images based on deep learning

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United States of America

PATENT NO 11221990
APP PUB NO 20160292589A1
SERIAL NO

14678532

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Abstract

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A system for machine learning model parameters for image compression, including partitioning image files into a first set of regions, determining a first set of machine learned model parameters based on the regions, the first set of machine learned model parameters representing a first level of patterns in the image files, constructing a representation of each of the regions based on the first set of machine learned model parameters, constructing representations of the image files by combining the representations of the regions in the first set of regions, partitioning the representations of the image files into a second set of regions, and determining a second set of machine learned model parameters based on the second set of regions, the second set of machine learned model parameters representing a second level of patterns in the image files.

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Patent Owner(s)

  • THE MITRE CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Necioglu, Burhan Leesburg, US 1 48
Taylor,, Jr Robert M New Market, US 4 54

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