COMPOSITE CONFIDENCE ESTIMATION FOR PREDICTIVE DRIVER ASSISTANT SYSTEMS

Patent №

US 9,308,919

Granted

2016-04-12

Filed 2014

Owner

HONDA RESEARCH INSTITUTE EUROPE GMBH

Lab

AI components

7

ml · nlp · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14520531

The invention relates to a driving assistance system including a prediction subsystem in a vehicle. According to a method aspect of the invention, the method comprises the steps of accepting a set of basic environment representations; allocating a set of basic confidence estimates; associating weights to the basic confidence estimates; calculating a weighted composite confidence estimate for a composite environment representation; and providing the weighted composite confidence estimate as input for an evaluation of a prediction based on the composite environment representation.

Machine learningNatural languageVisionSpeechKnowledge representationPlanningAI hardwareB60W 50/0097B60W 30/08B60W 30/14B60W 30/16B60W 30/18163B60W 40/04B60W 60/0027G06F 18/254+7 more

AI classification

Machine learning1.00
AI hardware0.85
Planning0.85
Natural language0.77
Knowledge representation0.69
Vision0.58
Speech0.57
Evolutionary computation0.09

Ownership

HONDA RESEARCH INSTITUTE EUROPE GMBH

assignment · 340310372

Assignors

SCHMÜDDERICH, JENS

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

From the same owner

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