Abstract: This paper proposes a lightweight image super-resolution (SR) pre-processing method for JPEG compression. Our method reduces computational costs for super-resolution and ensures consistent ...
It still has value in some cases, but it's increasingly a harm rather than a help.
A Comprehensive Review of Compressed Image Restoration and Compression Artifact Reduction Techniques
Abstract: Compression artifacts, such as blockiness, ringing, and banding, are inevitable by-products of lossy image compression. Nowadays, removing these artifacts is routinely handled by ...
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