Abstract: Compression artifacts — blockiness, ringing, and banding — are inevitable by-products of lossy image compression. Nowadays, removing these artifacts is routinely handled by deep-learning ...

Abstract: This paper aims to design and analyze an image compression technique using an autoencoder-based deep learning model. Traditional image compression methods, such as JPEG and PNG, rely on ...

After cloning the repository, you can follow these steps to train GaussianImage models under different tasks. If you encounter errors while installing the packages ...