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:
Aug. 20, 2024

Filed:

Sep. 28, 2021
Applicant:

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

Inventors:

Kun Yan Yin, Ningbo, CN;

Xue Ping Liu, Beijing, CN;

Yun Jing Zhao, Beijing, CN;

Fei Wang, Dalian, CN;

Yu Tao Wu, Changshu, CN;

Guan Chao Li, Shanghai, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06T 7/90 (2017.01); G06V 10/22 (2022.01); G06V 10/50 (2022.01); G06V 10/56 (2022.01); G06V 10/762 (2022.01); G06V 10/774 (2022.01);
U.S. Cl.
CPC ...
G06T 7/90 (2017.01); G06V 10/22 (2022.01); G06V 10/50 (2022.01); G06V 10/56 (2022.01); G06V 10/762 (2022.01); G06V 10/7747 (2022.01); G06T 2207/20081 (2013.01);
Abstract

A system and method for adaptive color assignments to image labels during annotation of datasets includes preparing a dataset for image labeling by an annotator by: leveraging a global color analyzer to perform a global color distribution of a plurality of images to identify one or more overall colors present in the plurality of images, and a local color analyzer to perform a local color distribution for each image to identify one or more colors present in an area of interest of the image, and selecting a plurality of candidate colors to be used as image labels by the annotator, based on an output of the global color analyzer and an output of the local color analyzer.


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