The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 08, 2020

Filed:

Aug. 31, 2018
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Young Hoon Kang, San Diego, CA (US);

Hee Jun Park, San Diego, CA (US);

Tauseef Kazi, San Diego, CA (US);

Ron Gaizman, Haifa, IL;

Eran Pinhasov, Zichron Yaakov, IL;

Meir Tzur, Haifa, IL;

Assignee:

Qualcomm Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04N 5/232 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
H04N 5/23267 (2013.01); G06N 3/08 (2013.01); H04N 5/23258 (2013.01); H04N 5/23293 (2013.01);
Abstract

Techniques and systems are provided for machine-learning based image stabilization. In some examples, a system obtains a sequence of frames captured by an image capture device during a period of time, and collects motion sensor measurements calculated by a motion sensor associated with the image capture device based on movement of the image capture device during the period of time. The system generates, using a deep learning network and the motion sensor measurements, parameters for counteracting motions in one or more frames in the sequence of frames, the motions resulting from the movement of the image capture device during the period of time. The system then adjusts the one or more frames in the sequence of frames according to the parameters to generate one or more adjusted frames having a reduction in at least some of the motions in the one or more frames.


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