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:
Jul. 12, 2022

Filed:

Nov. 28, 2018
Applicant:

Aptiv Technologies Limited, St. Michael, BB;

Inventors:

Weimeng Zhu, Wuppertal, DE;

Jan Siegemund, Cologne, DE;

Assignee:

Aptiv Technologies Limited, St. Michael, BB;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/00 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06N 20/00 (2019.01); G06V 10/44 (2022.01); G06V 20/58 (2022.01);
U.S. Cl.
CPC ...
G06N 3/084 (2013.01); G06N 3/0454 (2013.01); G06N 20/00 (2019.01); G06V 10/454 (2022.01); G06V 20/58 (2022.01); G06V 20/582 (2022.01);
Abstract

A method of processing image data in a connectionist network includes: determining, a plurality of offsets, each offset representing an individual location shift of an underlying one of the plurality of output picture elements, determining, from the plurality of offsets, a grid for sampling from the plurality of input picture elements, wherein the grid comprises a plurality of sampling locations, each sampling location being defined by means of a respective pair of one of the plurality of offsets and the underlying one of the plurality of output picture elements, sampling from the plurality of input picture elements in accordance with the grid, and transmitting, as output data for at least a subsequent one of the plurality of units of the connectionist network, a plurality of sampled picture elements resulting from the sampling, wherein the plurality of sampled picture elements form the plurality of output picture elements.


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