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. 01, 2026

Filed:

Aug. 25, 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 ...
H04N 19/103 (2014.01); H04N 19/132 (2014.01); H04N 19/436 (2014.01); H04N 19/61 (2014.01);
U.S. Cl.
CPC ...
H04N 19/436 (2014.11); H04N 19/103 (2014.11); H04N 19/132 (2014.11); H04N 19/61 (2014.11);
Abstract

Methods and apparatuses for neural network based image compression may be provided. The method may include receiving a compressed input image; generating a first prediction of the input image using a first combination of one or more first convolutional nets, a first activation function, and the compressed input image, the generating includes at least: upsampling an output image from the one or more first convolutional nets; and performing tensor transform based on the upsampled output image; and decoding the compressed input image using the generated first prediction.


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