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.

Patent No.:

US 11068751 B1

PDF
Full Text
Expired
Date of Patent:
Jul. 20, 2021

Filed:

Mar. 09, 2018
Applicant:

Nec Corporation, Tokyo, JP;

Inventor:

Hikaru Nakayama, Tokyo, JP;

Assignee:

NEC CORPORATION, Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06N 20/00 (2019.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6267 (2013.01); G06K 9/6256 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

An image processing device has an extraction unit that extracts image data by using a predetermined sliding window in an original image; a learning unit that generates a prediction model by performing machine learning on learning data including the image data by using a teaching signal representing classification of the image data; and a select unit that selects, out of other image data different from the image data, another image data in which an error in classification based on the prediction model is larger than a predetermined threshold and adds the selected another image data to the learning data, and the learning unit updates the prediction model by repeating the machine learning in the learning data in which the another image data is added.


Find Patent Forward Citations

Nakayama, Hikaru. (2021). Image processing device, image processing method, and storage medium (U.S. Patent No. 11068751). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11068751

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