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:
Jan. 13, 2026

Filed:

Sep. 06, 2023
Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Kamal Jnawali, Tustin, CA (US);

Tien Cheng Bau, Irvine, CA (US);

Joonsoo Kim, Irvine, CA (US);

Assignee:
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06T 3/4046 (2024.01); G06T 3/4053 (2024.01); G06T 7/13 (2017.01); G06T 7/73 (2017.01); G06V 10/26 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06V 20/40 (2022.01); G06V 20/62 (2022.01);
U.S. Cl.
CPC ...
G06V 10/774 (2022.01); G06T 3/4046 (2013.01); G06T 3/4053 (2013.01); G06T 7/13 (2017.01); G06T 7/73 (2017.01); G06V 10/26 (2022.01); G06V 10/82 (2022.01); G06V 20/46 (2022.01); G06V 20/62 (2022.01); G06T 2207/10016 (2013.01); G06T 2207/20076 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20132 (2013.01); G06V 2201/09 (2022.01);
Abstract

One embodiment provides a method comprising detecting at least one object displayed within at least one input frame of an input video. The method further comprises cropping, from the at least one input frame, at least one cropped image including the at least one object. The method further comprises generating at least one training image by overlaying simulated text on the at least one cropped image. The method further comprises providing the at least one training image to a pruned convolutional neural network (CNN). The pruned CNN learns, from the at least one training image, to reconstruct objects and textual regions during image super-resolution.


Find Patent Forward Citations

Jnawali, Kamal. (2026). Generating images with small objects for training a pruned super-resolution network (U.S. Patent No. 12524999). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12524999

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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