PRODUCTION OF DIGITAL ROAD MAPS BY CROWDSOURCING

Patent №

US 11,796,342

Granted

2023-10-24

Filed 2021

Owner

CONTINENTAL AUTOMOTIVE FRANCE

+1 more

Lab

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17311493

Computer systems and methods for updating and/or supplementing a digital road map through crowdsourcing, based on the generalization of geolocation systems that are integrated in the majority of modern road vehicles. The signals collected by these geolocation systems are used to update and/or supplement a digital road map through crowdsourcing. The collected data make it possible to extract data from geographical traces associated with vehicles traveling the road network and: extracting, for each geographical trace, a trajectory curve passing substantially through all of the measurements of the geographical trace; detecting the inflection points (vertices) of each trajectory curve; grouping together all of the vertices into a plurality of vertex classes, using an unsupervised classification algorithm; selecting the most central vertex in each vertex class (representative); forming, from each geographical trace, a road segment between representatives that successively intersect the course of the geographical trace when they are considered in pairs.

Machine learningVisionKnowledge representationAI hardwareG01C 21/3841G01C 21/3815G01C 21/3859G09B 29/007G09B 29/106

AI classification

Vision1.00
Machine learning1.00
Knowledge representation0.99
AI hardware0.81
Planning0.45
Natural language0.01
Evolutionary computation0.00
Speech0.00

Ownership

CONTINENTAL AUTOMOTIVE FRANCE

assignment · 576370782

CONTINENTAL AUTOMOTIVE GMBH

assignment · 576370782

Assignors

DANIEL, FABIEN

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

From the same owner

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