Patent · US Active

Device and a method for extracting dynamic information on a scene using a convolutional neural network

US11195038B2 · kind B2 · utility

21Cited by

4References

20Claims

0Family size

Assignee

APTIV TECHNOLOGIES AG · BB

Inventors

Christian Nunn · Hückeswagen, DE
Weimeng Zhu · Wuppertal, DE
Yu Su · Wuppertal, DE

Key dates

Filing date	Apr 3, 2019
Grant date	Dec 7, 2021
Priority date	—
Expiry date	May 23, 2039

Classification

Technology area (CPC G)Physics
CPC primaryG06T2207/20084
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A device for extracting dynamic information comprises a convolutional neural network, wherein the device is configured to receive a sequence of data blocks acquired over time, each of said data blocks comprising a multi-dimensional representation of a scene. The convolutional neural network is configured to receive the sequence as input and to output dynamic information on the scene in response, wherein the convolutional neural network comprises a plurality of modules, and wherein each of said modules is configured to carry out a specific processing task for extracting the dynamic information.

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