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US Patent 10579908 Machine-learning based technique for fast image enhancement

Patent 10579908 was granted and assigned to Google on March, 2020 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
0

Patent attributes

Patent Applicant
Google
Google
0
Current Assignee
Google
Google
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
105799080
Patent Inventor Names
Samuel Hasinoff0
Jiawen Chen0
Jonathan Barron0
Michael Gharbi0
Date of Patent
March 3, 2020
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Patent Application Number
158433450
Date Filed
December 15, 2017
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Patent Citations
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US Patent 10019654 Image object recognition
Patent Citations Received
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US Patent 11341371 Method, device and terminal for generating training data
Patent Primary Examiner
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Santiago Garcia
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Patent abstract

Systems and methods described herein may relate to image transformation utilizing a plurality of deep neural networks. An example method includes receiving, at a mobile device, a plurality of image processing parameters. The method also includes causing an image sensor of the mobile device to capture an initial image and receiving, at a coefficient prediction neural network at the mobile device, an input image based on the initial image. The method further includes determining, using the coefficient prediction neural network, an image transformation model based on the input image and at least a portion of the plurality of image processing parameters. The method additionally includes receiving, at a rendering neural network at the mobile device, the initial image and the image transformation model. Yet further, the method includes generating, by the rendering neural network, a rendered image based on the initial image, according to the image transformation model.

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