Verfahren, Vorrichtung und System zur Verarbeitung von Bilddaten, die eine Szene Darstellen, um Merkmale zu Extrahieren

Details

Veröffentlichungs-Nr.

EP4006771

Aktenzeichen

EP20210295

Anmeldetag

27. November 2020

Veröffentlichung

17. Juli 2024

Erteilung

17. Juli 2024

Rechtsraum

EP

IPC

G06V10/44G06V10/764G06V10/80G06V20/69G06F18/25

Abstract

A method (100), a device (600;700) and a system (800) for processing image data representing a scene for extracting features related to objects in the scene using a convolutional neural network are disclosed. Two or more portions of the image data representing a respective one of two or more portions of the scene are processed (S110), by means of a respective one of two or more circuitries, through a first number of layers of the convolutional neural network to form two or more outputs, wherein the two or more portions of the scene are partially overlapping. The two or more outputs are combined (S120) to form a combined output, and the combined output is processed (S130) through a second number of layers of the convolutional neural network by means of one of the two or more circuitries for extracting features related to objects in the scene.

Anmelder

Firma

Axis AB

Land

🇸🇪 Schweden

Fachgebiete