Physics-Based Noise Modeling and Deep Learning for Denoising Permanently Shadowed Lunar Images

Physics-Based Noise Modeling and Deep Learning for Denoising Permanently Shadowed Lunar Images

The Narrow-Angle Cameras (NACs) onboard the Lunar Reconnaissance Orbiter Camera (LROC) capture lunar images that play a crucial role in current lunar exploration missions. Among these images, those of the Moon’s permanently shadowed regions (PSRs) are highly noisy, obscuring the lunar topographic fe...

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Bibliographic Details
Main Authors: Haiyan Pan, Binbin Chen, Ruyan Zhou
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Applied Sciences
Subjects:
lunar permanently shadowed regions
physical noise model
deep learning
full-scale skip connections
transformer
feature extraction
Online Access:https://www.mdpi.com/2076-3417/15/5/2358
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