Patent · US Active

Function testing for movable objects in safety critical applications with spatial representation learning and adversarial generation

US11803616B2 · kind B2 · utility

0Cited by

0References

18Claims

0Family size

Assignee

Robert Bosch GmbH · DE

Inventors

Wenbin He · Baofeng County, CN
Liang Gou · San Jose, US
Lincan Zou · Sunnyvale, US
Liu Ren · Cupertino, US

Key dates

Filing date	Mar 1, 2021
Grant date	Oct 31, 2023
Priority date	—
Expiry date	Dec 25, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06V20/56
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Methods and systems for performing function testing for moveable objects. One system includes an electronic processor configured to access a driving scene including a moveable object. The electronic processor is also configured to perform spatial representation learning on the driving scene. The electronic processor is also configured to generate an adversarial example based on the learned spatial representation. The electronic processor is also configured to retrain the deep learning model using the adversarial example and the driving scene.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.