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...

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Bibliographic Details
Main Authors:	Vitaliy Kinakh, Yury Belousov, Guillaume Quétant, Mariia Drozdova, Taras Holotyak, Daniel Schaerer, Slava Voloshynovskiy
Format:	Article
Language:	English
Published:	MDPI AG 2024-02-01
Series:	Sensors
Subjects:	image-to-image translation denoising diffusion probabilistic models uncertainty estimation satellite image generation image registration
Online Access:	https://www.mdpi.com/1424-8220/24/4/1151

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