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:
Aug. 12, 2025

Filed:

Feb. 20, 2023
Applicant:

Lemon Inc., Grand Cayman, KY;

Inventors:

Peng Wang, Los Angleles, CA (US);

Heng Wang, Los Angeles, CA (US);

Xianhang Li, Los Angeles, CA (US);

Xinyu Li, Los Angeles, CA (US);

Assignee:

Lemon Inc., Grand Cayman, KY;

Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/0455 (2023.01); G06V 10/75 (2022.01); G06V 10/77 (2022.01); G06V 10/771 (2022.01); G06V 10/82 (2022.01); G06V 20/40 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/0455 (2023.01); G06V 10/751 (2022.01); G06V 10/771 (2022.01); G06V 10/7715 (2022.01); G06V 10/82 (2022.01); G06V 20/46 (2022.01);
Abstract

Systems and methods for performing temporal progressive learning for video processing are provided herein. Some examples include receiving a video that includes a plurality of frames, extracting a first subset of frames from the plurality of frames, and inputting the first subset of frames into a model that includes an encoder and a decoder. The examples further include comparing a first output of the model to the first subset of frames and updating the encoder, thereby training the encoder, and extracting a second subset of frames from the plurality of frames. The second subset of frames includes a number of frames that is larger than a number of frames in the first subset of frames. The examples further include inputting the second subset of frames into the model, comparing a second output of the model to the second subset of frames and updating the encoder, thereby further training the encoder.


Find Patent Forward Citations

Wang, Peng. (2025). Efficient video processing via temporal progressive learning (U.S. Patent No. 12387097). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12387097

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

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