METHOD AND SYSTEM FOR EMBEDDING VISUAL INTELLIGENCE

Patent №

US 9,129,158

Granted

2015-09-08

Filed 2012

Owner

HRL LABORATORIES, LLC

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13412527

Described is a method and system for embedding unsupervised learning into three critical processing stages of the spatio-temporal visual stream. The system first receives input video comprising input video pixels representing at least one action and at least one object having a location. Microactions are generated from the input image using a set of motion sensitive filters. A relationship between the input video pixels and the microactions is then learned, and a set of spatio-temporal concepts is learned from the microactions. The system then learns to acquire new knowledge from the spatio-temporal concepts using mental imagery processes. Finally, a visual output is presented to a user based on the learned set of spatio-temporal concepts and the new knowledge to aid the user in visually comprehending the at least one action in the input video.

Machine learningNatural languageVisionKnowledge representationAI hardwareG06V 40/23G06F 18/2178G06F 18/231G06V 20/41G06V 40/20G06F 18/29G06T 2207/10016

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Natural language1.00
Knowledge representation0.79
Planning0.48
Speech0.11
Evolutionary computation0.00

Ownership

HRL LABORATORIES, LLC

assignment · 278110835

Assignors

MEDASANI, SWARUP, CHELIAN, SUHAS E., CHENG, SHINKO Y., SUNDARESWARA, RASHMI N., NEELY, HOWARD, III

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

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