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:
Mar. 28, 2023

Filed:

Apr. 08, 2021
Applicant:

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

Inventors:

Kun Yan Yin, Ningbo, CN;

Chao Yu, Ningbo, CN;

Ming Jin Chen, Zhe Jiang, CN;

Teng Sun, Beijing, CN;

Hong Bing Zhang, Beijing, CN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06V 20/20 (2022.01); G06V 10/46 (2022.01);
U.S. Cl.
CPC ...
G06V 20/20 (2022.01); G06K 9/6215 (2013.01); G06K 9/6288 (2013.01); G06V 10/462 (2022.01);
Abstract

A computer-implemented method for annotating images is disclosed. The computer-implemented method includes generating a saliency map corresponding to an input image, wherein the input image is an image that requires annotation, generating a behavior saliency map, wherein the behavior saliency map is a saliency map formed from an average of a plurality of objects contained within respective bounding boxes of a plurality of sample images, generating a historical saliency map, wherein the historical saliency map is a saliency map formed from an average of a plurality of tagged objects in the plurality of sample images, fusing the saliency map corresponding to the input image, the behavior saliency map, and the historical saliency map to form a fused saliency map, and generating, based on the fused saliency map, a bounding box around an object in the input image.


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