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:
Dec. 23, 2025

Filed:

Mar. 22, 2023
Applicant:

Tencent America Llc, Palo Alto, CA (US);

Inventors:

Ding Ding, Washington, DC (US);

Xiaozhong Xu, State College, PA (US);

Shan Liu, San Jose, CA (US);

Assignee:

Tencent America LLC, Palo Alto, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 9/00 (2006.01); G06N 3/0464 (2023.01); G06N 3/08 (2023.01); G06T 3/4046 (2024.01); H04N 19/117 (2014.01); H04N 19/172 (2014.01); H04N 19/46 (2014.01); H04N 19/48 (2014.01); H04N 19/85 (2014.01); H04N 19/86 (2014.01);
U.S. Cl.
CPC ...
G06T 9/002 (2013.01); G06T 3/4046 (2013.01);
Abstract

Processing circuitry performs, based on an input image and a guideline image resulting of an image based computer vision task on the input image, an online training of a compression domain computer vision task framework (CDCVTF). The CDCVTF includes an encoding portion and a decoding portion. The encoding portion compresses the input image into a compression domain, and the decoding portion performs the image based computer vision task in the compression domain. The online training determines at least an update to a neural network in the decoding portion that reduces a loss between a result of the image based computer vision task in the compression domain and the guideline image. The processing circuitry encodes the input image into an encoded image, and forms a bitstream that carries the encoded image and additional bits. The additional bits are indicative of the update to the neural network in the decoding portion.


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