Abstract: Existing image compression methods tend to suffer from texture distortion, structural blurring, and loss of semantic details at ultra-low bitrates. To address these issues, this paper ...

Abstract: This paper proposes an image restoration method based on an optimized JPEG decoder, aiming to address the issue of image bitstream corruption. As a fundamental form of image signals, ...