APPARATUS AND METHOD FOR EFFICIENTLY TRAINING FEATURE DETECTORS

Patent №

US 10,922,845

Granted

2021-02-16

Filed 2018

Owner

HERE GLOBAL B.V.

Lab

AI components

3

ml · vision · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16229777

An apparatus, method and computer program product are provided to train a feature detector to identify a respective feature from images captured by a camera. With respect to an apparatus, the apparatus causes at least one feature from one or more images that have been labelled to be projected onto a map. The apparatus is also caused to refine a representation of a path of a vehicle that carries a camera that captured the one or more images based upon registration of the at least one feature that has been projected with the map. Based upon the path of the vehicle following refinement, the apparatus projects one or more other features that have not been labelled from the map into the one or more images and then utilizes the images to train a feature detector.

Machine learningVisionKnowledge representationG06T 7/73G06T 7/90G06T 2207/10016G06T 2207/10024G06T 2207/10036G06T 2207/20081G06T 2207/30244G06T 2207/30252

AI classification

Vision1.00
Knowledge representation0.93
Machine learning0.84
AI hardware0.15
Speech0.03
Natural language0.01
Evolutionary computation0.00
Planning0.00

Ownership

HERE GLOBAL B.V.

assignment · 478790621

Assignors

O'HARA, STEPHEN, DRONEN, NICHOLAS, VAN SICKLE, JAN, KESERICH, BRAD

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

From the same owner

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