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, ...

Abstract: In this work, we present a lightweight and highly efficient prediction scheme for lossless image compression based on online gradient descent with L1 loss. Our predictor maintains adaptive ...