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:
Sep. 07, 2021

Filed:

Nov. 11, 2019
Applicant:

Konica Minolta, Inc., Tokyo, JP;

Inventor:

Taiki Sekii, Takatsuki, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06K 9/00 (2006.01); G06K 9/62 (2006.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G06N 3/084 (2013.01); G06K 9/00201 (2013.01); G06K 9/00577 (2013.01); G06K 9/6256 (2013.01); G06T 7/0002 (2013.01); G06T 2207/20081 (2013.01);
Abstract

Disclosed is a learning method that may include generating learning data that may contain a composite image including a CG model of an object and may contain a training signal of the object. Further disclosed is a way of learning a recognition function of recognizing information regarding the object from the composite image by neuro computation using the learning data, the generated learning data including new learning data on the basis of a gradient of error for each of pixels of the composite image, which may be calculated from the composite image and the training signal by backpropagation. The disclosed learning may include learning the recognition function by using the new learning data.


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