Systems and Methods for Automatic Activity Tracking

Patent №

US 11,594,315

Granted

2023-02-28

Filed 2020

Owner

THE REGENTS OF THE UNIVERSITY OF CALIFORNIA

AI components

5

ml · nlp · vision · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16758841

Systems and methods for tracking activities from a plurality of multimodal inputs are described. Activity tracking can include receiving a plurality of multimodal inputs, synchronizing the plurality of multimodal inputs, generating segments from the synchronized multimodal inputs, recognizing activities associated with each generated segment by performing a bagged formal concept analysis (BFCA), and recording the recognized activities in a storage. Tracking of activities can include the detection of moments (e.g., eating moments), during which an activity tracking application can prompt a user for information (e.g., a food journal).

Machine learningNatural languageVisionSpeechAI hardwareG16H 20/60A61B 5/0205A61B 5/1118A61B 5/7267A61B 2560/0242G16H 50/70

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
AI hardware0.98
Vision0.97
Knowledge representation0.25
Planning0.00
Evolutionary computation0.00

Ownership

THE REGENTS OF THE UNIVERSITY OF CALIFORNIA

assignment · 577210620

Assignors

OH, HYUNGIK, JAIN, RAMESH C., JALALI, LALEH

On an employer assignment, the assignors are typically the inventors.

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