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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.

Patent No.:

US 12688590 B1

PDFFull Text
Date of Patent:
Jul. 21, 2026

Filed:

Nov. 21, 2023

Techniques for single-object tracking in the real world with hierarchical appearance modeling and verification

Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Jay Patravali, Bellevue, WA (US);

Rishi Madhok, Redmond, WA (US);

Nikolaos Karianakis, Redmond, WA (US);

Peng Lei, Seattle, WA (US);

Assignee:

Microsoft Technology Licensing, LLC, Redmond, WA (US);

Attorney:

NovoTechIP International PLLC

Primary Examiner:

John B Strege

Int. Cl.
CPC ...
G06T 7/246 (2017.01); G06T 1/20 (2006.01); G06T 7/11 (2017.01); G06V 10/74 (2022.01); G06V 10/764 (2022.01); G06V 10/77 (2022.01); G06V 10/98 (2022.01);
U.S. Cl.
CPC ...
G06T 7/248 (2017.01); G06T 1/20 (2013.01); G06T 7/11 (2017.01); G06V 10/761 (2022.01); G06V 10/764 (2022.01); G06V 10/7715 (2022.01); G06V 10/98 (2022.01); G06T 2207/10016 (2013.01); G06T 2207/20081 (2013.01);
Abstract

A data processing system implements obtaining video content including a target object to be tracked and an object template providing a representation of the target object; analyzing the frames of the video content and the object templates using a single object tracking (SOT) pipeline configured to identify a position of the target object in the frames of the video content, the SOT pipeline outputting a first tracking results; analyzing the frames of the video content using a multiple object tracking (MOT) pipeline that tracks positions of multiple objects in the frames of the video content, the multiple objects including the tracked object and one or more distractor objects, the MOT pipeline outputting second tracking results; comparing the first and second tracking results to determine whether the results are consistent; and tracking the target object using the first tracking results responsive to results being consistent.

Find Patent Forward Citations

Patravali, Jay. (2026). Techniques for single-object tracking in the real world with hierarchical appearance modeling and verification (U.S. Patent No. 12688590). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12688590

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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