Various embodiments disclose a device with one or more processors which may be configured to translate a radio detection and ranging (RADAR) reference depth map into depth information in at least one image plane of at least one camera, to form a three-dimensional RADAR depth image. The 3D RADAR depth image includes a depth estimate of each pixel. The one or more processors may also be configured to initialize a RADAR-aided visual inertial odometer based on the depth estimates from the RADAR reference depth image to track the device position.
Radar aided visual inertial odometry initialization
2020-08-11
Patent
Elektronische Ressource
Englisch
IPC: | G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / B60Q ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL , Anordnung von Signal- oder Beleuchtungsvorrichtungen, deren Einbau oder Halterung oder deren Schaltkreise bei Fahrzeugen allgemein / B60T Bremsanlagen für Fahrzeuge oder Teile davon , VEHICLE BRAKE CONTROL SYSTEMS OR PARTS THEREOF / B62D MOTOR VEHICLES , Motorfahrzeuge / G01C Messen von Entfernungen, Höhen, Neigungen oder Richtungen , MEASURING DISTANCES, LEVELS OR BEARINGS / G01S RADIO DIRECTION-FINDING , Funkpeilung / G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen |
A sensor-centric EKF for inertial-aided visual odometry
IEEE | 2013
|British Library Conference Proceedings | 2020
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