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:
Feb. 14, 2023

Filed:

Dec. 29, 2019
Applicants:

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

Ihi Corporation, Tokyo, JP;

Inventors:

Johannes W. Schmude, White Plains, NY (US);

Siyuan Lu, Yorktown Heights, NY (US);

Hendrik F. Hamann, Yorktown Heights, NY (US);

Akihisa Sakurai, Sagamihara, JP;

Taku Izumiyama, Bunkyo, JP;

Masao Hasegawa, Arakawa, JP;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/063 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06N 3/063 (2013.01);
Abstract

A computer produces predictions throughout a raster field in response to point data, by obtaining a partially empty matrix of point data, filling a matrix of extrapolated raster data by dilating the point data in a first convolutional neural network, and generating a matrix of aggregate raster data by combining the extrapolated raster data with organic raster data in a second convolutional neural network.


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