US 12,002,226 B2
Using machine learning to selectively overlay image content
Raymond Kirk Price, Carnation, WA (US); Michael Bleyer, Seattle, WA (US); and Christopher Douglas Edmonds, Carnation, WA (US)
Assigned to Microsoft Technology Licensing, LLC, Redmond, WA (US)
Filed by MICROSOFT TECHNOLOGY LICENSING, LLC, Redmond, WA (US)
Filed on Feb. 8, 2022, as Appl. No. 17/666,747.
Application 17/666,747 is a division of application No. 16/696,607, filed on Nov. 26, 2019, granted, now 11,270,448.
Prior Publication US 2022/0164969 A1, May 26, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. G06T 7/33 (2017.01); G06N 3/08 (2023.01); G06T 7/593 (2017.01); H04N 13/133 (2018.01); H04N 13/156 (2018.01); H04N 13/239 (2018.01); H04N 13/25 (2018.01); H04N 13/00 (2018.01)
CPC G06T 7/33 (2017.01) [G06T 7/593 (2017.01); H04N 13/133 (2018.05); H04N 13/156 (2018.05); H04N 13/239 (2018.05); H04N 13/25 (2018.05); G06T 2207/10012 (2013.01); G06T 2207/10048 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20212 (2013.01); H04N 2013/0081 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computer system comprising:
one or more processors; and
one or more computer-readable hardware storage devices having stored thereon computer-executable instructions that are executable by the one or more processors to cause the computer system to at least:
access a first image generated by a first camera that generates images having a first style such that the first image has the first style, wherein the first camera is one of a low light camera or a visible light camera, and wherein the first style is one of a low light style or a visible light style;
access a second image generated by a second camera that generates images having a second style such that the second image has the second style, wherein the second camera is a thermal imaging camera, and wherein the second style is a thermal data style;
subsequent to a deep neural network (DNN) learning the first style and the second style, feed a copy of the first image as input to the DNN; and
cause the DNN to modify the first image copy by transitioning the first image copy from being of the first style to subsequently being of the second style such that a modified style of the transitioned first image copy bilaterally matches the second style.