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:
Nov. 12, 2024

Filed:

Jan. 29, 2020
Applicant:

Nokia Technologies Oy, Espoo, FI;

Inventors:

Caglar Aytekin, Tampere, FI;

Francesco Cricri, Tampere, FI;

Mikko Honkala, Espoo, FI;

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 9/00 (2006.01); G06N 3/08 (2023.01); H04N 19/132 (2014.01); H04N 19/15 (2014.01); H04N 19/196 (2014.01);
U.S. Cl.
CPC ...
G06T 9/002 (2013.01); G06N 3/08 (2013.01); H04N 19/132 (2014.11); H04N 19/15 (2014.11); H04N 19/196 (2014.11);
Abstract

The embodiments relate to a method comprising compressing input data (I) by means of at least a neural network (E,); determining a compression rate for data compression; miming the neural network (E,) with the input data (I) to produce an output data (c); removing a number of elements from the output data (c) according to the compression rate to result in a reduced form of the output data (me); and providing the reduced form of the output data (me) and the compression rate to a decoder (D,). The embodiments also relate to a method comprising receiving input data (me) for decompression; decompressing the input data (me) by means of at least a neural network (D,); determining a decompression rate for decompressing the input data (me); miming the neural network (D,) with input data (me) to produce a decompressed output data (ĩ); padding a number of elements to the compressed input data (me) according to the decompression rate to produce an output data (ĩ); and providing the output data (ĩ).


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