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. 14, 2020

Filed:

Sep. 14, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Shelby Solomon Darnell, Nairobi, KE;

Meenal Pore, Nairobi, KE;

Srihari Sridharan, Nairobi, KE;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/66 (2006.01); G06K 9/62 (2006.01); G06K 9/00 (2006.01); G06K 9/48 (2006.01); G06N 3/08 (2006.01); G06F 16/56 (2019.01);
U.S. Cl.
CPC ...
G06K 9/66 (2013.01); G06F 16/56 (2019.01); G06K 9/00885 (2013.01); G06K 9/481 (2013.01); G06K 9/6249 (2013.01); G06N 3/08 (2013.01);
Abstract

Image data is run through a neural network, and the neural network produces a vector representation of the image data. Random sparse sampling masks are created. The vector representation of the image data is masked with each of the random sparse sampling masks, the masking generating corresponding sparsely sampled vectors. The sparsely sampled vectors are transmitted to nodes of a consensus network, wherein a sparsely sampled vector of the sparsely sampled vectors is transmitted to a node of the consensus network. Votes from the nodes of the consensus network are received. Whether a consensus is achieved in the votes is determined. Responsive to determining that the consensus is achieved, at least one of identification and verification of the image data may be provided.


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