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. 13, 2021

Filed:

Apr. 04, 2018
Applicant:

Fujitsu Limited, Kawasaki, JP;

Inventors:

Hiroaki Okamoto, Atsugi, JP;

Tsuyoshi Nagato, Isehara, JP;

Tetsuo Koezuka, Hachioji, JP;

Assignee:

FUJITSU LIMITED, Kawasaki, JP;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06K 9/62 (2006.01); G06F 8/41 (2018.01); G06N 3/12 (2006.01); G06K 9/00 (2006.01); G06F 8/36 (2018.01); G06K 9/46 (2006.01);
U.S. Cl.
CPC ...
G06F 9/44 (2013.01); G06F 8/36 (2013.01); G06F 8/44 (2013.01); G06K 9/00664 (2013.01); G06K 9/46 (2013.01); G06K 9/6227 (2013.01); G06K 9/6282 (2013.01); G06N 3/126 (2013.01);
Abstract

There is provided a program generating apparatus including a generating unit and a genetic processing unit. The generating unit is configured to generate tree structures each representing an image classification program. Each of the tree structures has a first level group and a second level group. Elements of nodes in the first level group are selected from amongst image filters each used to apply preprocessing to an input image. An element of a node in the second level group is selected from amongst setting programs each used to set a different value as a control parameter for generating a classifier based on information obtained by execution of the elements selected for the nodes in the first level group. The genetic processing unit is configured to output, using genetic programming, a tree structure with a fitness score exceeding a predetermined threshold based on the tree structures.


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