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:
Nov. 03, 2020

Filed:

Oct. 11, 2018
Applicant:

Beijing Sensetime Technology Development Co., Ltd, Haidian District, CN;

Inventors:

Xiaogang Wang, Shatin, CN;

Jing Shao, Shatin, CN;

Chen-Change Loy, Shatin, CN;

Kai Kang, Shatin, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/246 (2017.01); G06N 3/04 (2006.01); G06N 3/063 (2006.01); G06K 9/62 (2006.01); G06K 9/00 (2006.01); G06K 9/46 (2006.01); G06K 9/32 (2006.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G06T 7/248 (2017.01); G06K 9/00201 (2013.01); G06K 9/4619 (2013.01); G06K 9/4628 (2013.01); G06K 9/6215 (2013.01); G06K 9/6232 (2013.01); G06K 9/6271 (2013.01); G06N 3/0454 (2013.01); G06N 3/063 (2013.01); G06K 2009/3291 (2013.01); G06N 20/10 (2019.01); G06T 2207/10016 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

The application relates to a method and system for tracking a target object in a video. The method includes: extracting, from the video, a 3-dimension (3D) feature block containing the target object; decomposing the extracted 3D feature block into a 2-dimension (2D) spatial feature map containing spatial information of the target object and a 2D spatial-temporal feature map containing spatial-temporal information of the target object; estimating, in the 2D spatial feature map, a location of the target object; determining, in the 2D spatial-temporal feature map, a speed and an acceleration of the target object; calibrating the estimated location of the target object according to the determined speed and acceleration; and tracking the target object in the video according to the calibrated location.


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