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. 03, 2018

Filed:

Sep. 26, 2014
Applicants:

Beijing Jingdong Shangke Information Technology Co, Ltd., Beijing, CN;

Beijing Jingdong Century Trading Co., Ltd., Beijing, CN;

Inventors:

Yongzhou Gan, Beijing, CN;

Zhengping Deng, Beijing, CN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 3/40 (2006.01); G06K 9/62 (2006.01); G06K 9/46 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6223 (2013.01); G06K 9/4671 (2013.01); G06K 9/627 (2013.01); G06K 9/6215 (2013.01); G06K 9/6228 (2013.01); G06K 9/6255 (2013.01); G06N 3/088 (2013.01); G06T 3/4023 (2013.01); G06T 2207/20024 (2013.01); G06T 2207/30242 (2013.01);
Abstract

The present invention relates to an image object category recognition method and device. The recognition method comprises an off-line autonomous learning process of a computer, which mainly comprises the following steps: image feature extracting, cluster analyzing and acquisition of an average image of object categories. In addition, the method of the present invention also comprises an on-line automatic category recognition process. The present invention can significantly reduce the amount of computation, reduce computation errors and improve the recognition accuracy significantly in the recognition process.


Find Patent Forward Citations

Gan, Yongzhou. (2018). Image object category recognition method and device (U.S. Patent No. 10013636). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10013636

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