Vorrichtung und Verfahren zur Texturbewussten Selbstüberwachten Blindentrauschung unter Verwendung von Selbstrestrativem Lernen

Details

Veröffentlichungs-Nr.

EP4386660

Aktenzeichen

EP23198925

Anmeldetag

21. September 2023

Veröffentlichung

6. August 2025

Erteilung

6. August 2025

Rechtsraum

EP

IPC

G06T5/70G06T5/60

Abstract

The present invention relates to a blind denoising device including: a receiving unit for receiving an original noisy image; a Pixel-shuffle Downsampling (PD) unit for performing PD for the original noisy image to produce at least one or more downsampled images; a predicted image producing unit for eliminating the noise from the original noisy image and the downsampled images to produce at least one or more predicted images restored to the shape of the original noisy image; and a learning unit for performing optimized learning for the predicted image producing unit, based on at least one or more self-supervised losses of the predicted images and the original noisy image.

Anmelder

Firma

Korea University Research and Business Foundation

Land

🇰🇷 Südkorea

Fachgebiete