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:
Mar. 04, 2025
Filed:
Sep. 13, 2022
Intellective Ai, Inc., Dallas, TX (US);
Wesley Kenneth Cobb, The Woodlands, TX (US);
Rajkiran K. Gottumukkal, Houston, TX (US);
Kishor Adinath Saitwal, Houston, TX (US);
Ming-Jung Seow, The Woodlands, TX (US);
Gang Xu, Katy, TX (US);
Lon W. Risinger, Katy, TX (US);
Jeff Graham, League City, TX (US);
Intellective Ai, Inc., Dallas, TX (US);
Abstract
Techniques are disclosed for extracting micro-features at a pixel-level based on characteristics of one or more images. Importantly, the extraction is unsupervised, i.e., performed independent of any training data that defines particular objects, allowing a behavior-recognition system to forgo a training phase and for object classification to proceed without being constrained by specific object definitions. A micro-feature extractor that does not require training data is adaptive and self-trains while performing the extraction. The extracted micro-features are represented as a micro-feature vector that may be input to a micro-classifier which groups objects into object type clusters based on the micro-feature vectors.