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. 03, 2026

Filed:

May. 09, 2022
Applicant:

Northeastern University, Boston, MA (US);

Inventors:

Sarah Ostadabbas, Watertown, MA (US);

Xiaofei Huang, Lynnfield, MA (US);

Nihang Fu, Malden, MA (US);

Shuangjun Liu, Boston, MA (US);

Assignee:

Northeastern University, Boston, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06T 7/73 (2017.01); G06T 15/04 (2011.01);
U.S. Cl.
CPC ...
G06T 7/74 (2017.01); G06T 7/75 (2017.01); G06T 15/04 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/10024 (2013.01); G06T 2207/10028 (2013.01); G06T 2207/10048 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30196 (2013.01);
Abstract

Methods are provided for estimating a pose of an infant using image analysis and artificial intelligence. A classifier is trained using a dataset containing hybrid synthetic and real infant pose data. Multi-stage invariant representation machine learning strategies are employed that transfer knowledge from adjacent domains of adult poses and synthetic infant images into a fine-tuned domain-adapted infant pose estimation model.


Find Patent Forward Citations

Ostadabbas, Sarah. (2026). Infant 2d pose estimation and posture detection system (U.S. Patent No. 12567173). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12567173

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

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