A method for training an artificial intelligence module for an advanced driver assistance system for obtaining a depth model of a scene uses data of a camera image and a depth image of a LIDAR sensor as input, and is trained for outputting the depth model of the scene. The depth model has a higher resolution than the depth image of the LIDAR sensor. The method of training the artificial intelligence module includes acquiring depth measurement data of the scene, which are obtained by combining images of a plurality of other LIDAR sensors, and which are used as a ground truth for the depth model of the scene.
SPATIAL AWARE OBJECT DETECTION BY LIDAR AND CAMERA FUSION BASED SUPER-RESOLUTION
2021-05-20
Patent
Electronic Resource
English
IPC: | B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G01S RADIO DIRECTION-FINDING , Funkpeilung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL |
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