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.:
Date of Patent:
Apr. 07, 2026
Filed:
Mar. 13, 2023
The Boeing Company, Arlington, VA (US);
Amir Afrasiabi, Fircrest, WA (US);
Sina Rafati, Cedar Park, TX (US);
Matthew David Johnson, Bryn Mawr, PA (US);
The Boeing Company, Arlington, VA (US);
Abstract
A computing system is configured to collect input data related to at least a portion of an object or an environment from the input sensor, execute a feature extractor to extract features for data elements of the input data, execute a clustering model configured to cluster the data elements of the input data into feature clusters based on similarities of the extracted features to each other, label a target clusters of the feature clusters and data elements of the target clusters with respective predetermined labels, generate a training dataset including the data elements of the target clusters, and train a machine learning model using the training dataset to predict a label for an inference time input data element at inference time. The respective predetermined labels of the target clusters correspond to prediction labels of the machine learning model.