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Articles

A Deep Learning-Based Method for Enhancing the Signal-to-Noise Ratio of Star Sensor Images

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By Jian Guan, Yanpeng Wu, Hanye Yu
| preprints.org
You are already at the latest version In window tracking mode, stray light and detector readout noise can submerge star-spot signals in star sensor images. The resulting degradation reduces centroid extraction accuracy and may even cause extraction failure, thereby preventing precise attitude determination. This study uses the self-supervised spatiotemporal denoising model ASTERIS as the baseline.
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