#image-restoration

#image-restoration

Although our Transformer-based deep learning model provides state-of-the-art performance in both resolution enhancement and noise reduction for moderate noise levels, restoration becomes impossible when the noise level exceeds a threshold.

Our approach utilizes a Transformer model via transfer learning to restore astronomical images, enhancing them from HST quality to JWST quality.