Hubble Meets Webb: Image-to-Image Translation in Astronomy

Hubble Meets Webb: Image-to-Image Translation in Astronomy

This work explores the generation of James Webb Space Telescope (JWSP) imagery via image-to-image translation from the available Hubble Space Telescope (HST) data. Comparative analysis encompasses the Pix2Pix, CycleGAN, TURBO, and DDPM-based Palette methodologies, assessing the criticality of image...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Vitaliy Kinakh, Yury Belousov, Guillaume Quétant, Mariia Drozdova, Taras Holotyak, Daniel Schaerer, Slava Voloshynovskiy
Format: Artikel
Sprache:English
Veröffentlicht: MDPI AG 2024-02-01
Schriftenreihe:Sensors
Schlagworte:
image-to-image translation
denoising diffusion probabilistic models
uncertainty estimation
satellite image generation
image registration
Online Zugang:https://www.mdpi.com/1424-8220/24/4/1151

Online

https://www.mdpi.com/1424-8220/24/4/1151

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