System und Verfahren zur Effizienten Online-Anpassung von Bildsegmentierungsmodellen

Details

Veröffentlichungs-Nr.

EP4773098

Anmeldetag

3. Januar 2025

Veröffentlichung

8. Juli 2026

Rechtsraum

EP

IPC

G06V10/82, G06V20/70

Abstract

The present invention discloses a computer-implemented method for image segmentation of an input image of a target domain, the method comprising:- an inference phase to output an image segmentation mask of the input image, the inference phase comprising at least an encoding step performed by a pre-trained encoder, and a classification step performed by a few-shot classifier operating a few-shot model, the few-shot model being trained during a training phase on a set of source labeled images;- an adaptation phase to adapt the few-shot model online during the inference phase, the adaptation using a set of mixed-up images obtained by combining selected input images of the target domain coarsely annotated with labeled images of the source domain.

Anmelder

Firma

THALES

Land

🇫🇷 Frankreich

Fachgebiete