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US Patent 11748932 Controllable image generation

Patent 11748932 was granted and assigned to Microsoft on September, 2023 by the United States Patent and Trademark Office.

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Patent
Patent

Patent attributes

Patent Applicant
Microsoft
Microsoft
Current Assignee
Microsoft
Microsoft
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11748932
Patent Inventor Names
Sebastian Karol Dziadzio
Martin De la Gorce
Marek Adam Kowalski
Tadas Baltrusaitis
Stephan Joachim Garbin
Virginia Estellers Casas
Matthew Alastair Johnson
Date of Patent
September 5, 2023
Patent Application Number
16915863
Date Filed
June 29, 2020
Patent Citations
‌
US Patent 10552667 Methods and systems for image processing
Patent Primary Examiner
‌
Anh-Tuan V Nguyen

In various examples there is a method of image processing comprising: storing a real image of an object in memory, the object being a specified type of object. The method involves computing, using a first encoder, a factorized embedding of the real image. The method receives a value of at least one parameter of a synthetic image rendering apparatus for rendering synthetic images of objects of the specified type. The parameter controls an attribute of synthetic images of objects rendered by the rendering apparatus. The method computes an embedding factor of the received value using a second encoder. The factorized embedding is modified with the computed embedding factor. The method computes, using a decoder with the modified embedding as input, an output image of an object which is substantially the same as the real image except for the attribute controlled by the parameter.

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