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:
May. 12, 2026

Filed:

Jun. 17, 2024
Applicant:

Op Solutions Llc, Amherst, MA (US);

Inventors:

Hari Kalva, Boca Raton, FL (US);

Borivoje Furht, Boca Raton, FL (US);

Velibor Adzic, Canton, GA (US);

Assignee:

OP Solutions LLC, Amherst, MA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04N 19/42 (2014.01); H04N 19/192 (2014.01); H04N 19/70 (2014.01);
U.S. Cl.
CPC ...
H04N 19/42 (2014.11); H04N 19/192 (2014.11); H04N 19/70 (2014.11);
Abstract

A system and method for video and feature coding of neural-network structures used for multi-task machine learning includes an encoder, decoder and a decoder-compliant bitstream. A task-specific video decoder includes a first decoder receiving a bitstream having at least one feature and a description of a neural network backbone used to generate the bitstream, and a task-specific neural network head. The neural network head recreates the neural network backbone from the description, receives a feature from the bitstream a generates a task-specific output.


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