AUTONOMOUS VEHICLE CONTROLLED BASED UPON A LIDAR DATA SEGMENTATION SYSTEM

Patent №

US 11,022,693

Granted

2021-06-01

Filed 2018

Owner

GM GLOBAL TECHNOLOGY OPERATIONS LLC

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16054088

An autonomous vehicle is described herein. The autonomous vehicle includes a lidar sensor system. The autonomous vehicle additionally includes a computing system that executes a lidar segmentation system, wherein the lidar segmentation system is configured to identify objects that are in proximity to the autonomous vehicle based upon output of the lidar sensor system. The computing system further includes a deep neural network (DNN), where the lidar segmentation system identifies the objects in proximity to the autonomous vehicle based upon output of the DNN.

Machine learningVisionPlanningAI hardwareG01S 7/4808G01S 17/89G01S 17/931G05D 1/0088G05D 1/024G06F 18/217G06N 3/02G06N 3/0499+5 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Planning0.97
Knowledge representation0.41
Natural language0.03
Speech0.02
Evolutionary computation0.00

Ownership

GM GLOBAL TECHNOLOGY OPERATIONS LLC

assignment · 465510086

Assignors

ALLAIS, ANDREA, XIE, WILLIAM GONGSHU, CHAMBERS, MICAH CHRISTOPHER, CADIEN, ADAM SAMUEL, BRANSON, ELLIOT

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

From the same owner

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