SALIENCY BASED AWARENESS MODELING

Patent №

US 9,747,812

Granted

2017-08-29

Filed 2014

Owner

HONDA MOTOR CO., LTD.

Lab

AI components

5

ml · vision · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14521167

In one or more embodiments, driver awareness may be calculated, inferred, or estimated utilizing a saliency model, a predictive model, or an operating environment model. An awareness model including one or more awareness scores for one or more objects may be constructed based on the saliency model or one or more saliency parameters associated therewith. A variety of sensors or components may detect one or more object attributes, saliency, operator attributes, operator behavior, operator responses, etc. and construct one or more models accordingly. Examples of object attributes associated with saliency or saliency parameters may include visual characteristics, visual stimuli, optical flow, velocity, movement, color, color differences, contrast, contrast differences, color saturation, brightness, edge strength, luminance, a quick transient (e.g., a flashing light, an abrupt onset of a change in intensity, brightness, etc.).

Machine learningVisionSpeechPlanningAI hardwareG09B 9/04B60W 50/085B60W 50/14G09B 19/16G09B 19/167B60W 2050/143B60W 2050/146

AI classification

Vision1.00
Machine learning1.00
AI hardware0.98
Planning0.97
Speech0.50
Natural language0.04
Evolutionary computation0.02
Knowledge representation0.01

Ownership

HONDA MOTOR CO., LTD.

assignment · 372150614

Assignors

MISU, TERUHISA

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

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