Eiden Han

Astrophotography Image Restoration Using a Convolutional Autoencoder

This study investigated whether a deep learning–based approach could more effectively reduce noise while preserving fine structural features in astronomical images, and showed that the CAE reduced the synthetic noise while preserving the most fine astronomical structure.