LOW VARIANCE REGION DETECTION FOR IMPROVED HIGH VARIANCE REGION DETECTION USING MACHINE LEARNING

Patent №

US 11,610,078

Granted

2023-03-21

Filed 2019

Owner

ZOOX, INC.

Lab

AI components

3

vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16706608

Using detection of low variance regions for improving detection is described. In an example, sensor data can be received from a sensor associated with a vehicle. The sensor data can represent an environment. An indication of a low variance region associated with the sensor data can be determined and an indication of a high variance region associated with the sensor data can be determined based at least in part on the indication of the low variance region. The vehicle can be controlled based on at least one of the sensor data or the indication of the high variance region.

VisionPlanningAI hardwareG06N 3/084G06F 18/2113G06F 18/2321G06N 3/045G06N 3/0464G06N 3/0895G06N 3/09G06N 20/00+4 more

AI classification

AI hardware1.00
Planning1.00
Vision0.99
Knowledge representation0.32
Machine learning0.14
Natural language0.03
Evolutionary computation0.01
Speech0.00

Ownership

ZOOX, INC.

assignment · 525980462

Assignors

GOEL, KRATARTH, PHILBIN, JAMES WILLIAM VAISEY, TARIQ, SARAH

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

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